JP7288905B2 - ロバスト推定問題の確率的最適化のためのシステムおよび方法 - Google Patents

ロバスト推定問題の確率的最適化のためのシステムおよび方法 Download PDF

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JP7288905B2
JP7288905B2 JP2020529188A JP2020529188A JP7288905B2 JP 7288905 B2 JP7288905 B2 JP 7288905B2 JP 2020529188 A JP2020529188 A JP 2020529188A JP 2020529188 A JP2020529188 A JP 2020529188A JP 7288905 B2 JP7288905 B2 JP 7288905B2
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ポール フリードランダー，マイケル
ローナウグ，プーヤ
セフェリー，ベールーズ
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    • G06F18/211—Selection of the most significant subset of features
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    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
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    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
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JP2020529188A 2017-12-01 2018-11-30 ロバスト推定問題の確率的最適化のためのシステムおよび方法 Active JP7288905B2 (ja)

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US201762593563P 2017-12-01 2017-12-01
US62/593,563 2017-12-01
US201862716041P 2018-08-08 2018-08-08
US62/716,041 2018-08-08
PCT/CA2018/051534 WO2019104443A1 (en) 2017-12-01 2018-11-30 Systems and methods for stochastic optimization of a robust inference problem

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Families Citing this family (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11797641B2 (en) 2015-02-03 2023-10-24 1Qb Information Technologies Inc. Method and system for solving the lagrangian dual of a constrained binary quadratic programming problem using a quantum annealer
CA2881033C (en) 2015-02-03 2016-03-15 1Qb Information Technologies Inc. Method and system for solving lagrangian dual of a constrained binary quadratic programming problem
WO2019078907A1 (en) * 2017-10-18 2019-04-25 Google Llc SIMULATION OF QUANTUM CIRCUITS
CA3083008A1 (en) 2017-12-01 2019-06-06 1Qb Information Technologies Inc. Systems and methods for stochastic optimization of a robust inference problem
EP3891668A4 (en) 2018-12-06 2023-01-25 1QB Information Technologies Inc. Artificial intelligence-driven quantum computing
US11615329B2 (en) * 2019-06-14 2023-03-28 Zapata Computing, Inc. Hybrid quantum-classical computer for Bayesian inference with engineered likelihood functions for robust amplitude estimation
WO2020255076A1 (en) 2019-06-19 2020-12-24 1Qb Information Technologies Inc. Method and system for mapping a dataset from a hilbert space of a given dimension to a hilbert space of a different dimension
CN110826717A (zh) * 2019-11-12 2020-02-21 腾讯科技（深圳）有限公司 基于人工智能的博弈业务执行方法、装置、设备及介质
JP7741802B2 (ja) 2019-12-03 2025-09-18 １キュービー インフォメーション テクノロジーズ インコーポレイテッド 物理学に着想を得たコンピュータおよび物理学に着想を得たコンピュータシミュレータへのアクセスを可能にするためのシステムおよび方法
WO2022087143A1 (en) 2020-10-20 2022-04-28 Zapata Computing, Inc. Parameter initialization on quantum computers through domain decomposition
JP7559591B2 (ja) 2021-02-03 2024-10-02 日本電気株式会社 情報処理装置、シミュレータシステム、ニューラルネットワークシステム、引数値決定方法およびプログラム
US12019202B2 (en) 2021-03-25 2024-06-25 Saudi Arabian Oil Company Fast variogram modeling driven by artificial intelligence
CN113128444B (zh) * 2021-04-28 2023-02-03 奇瑞汽车股份有限公司 一种损失函数获取方法、计算机可读存储介质及电子设备
CN113705793B (zh) * 2021-09-03 2023-04-07 北京百度网讯科技有限公司 决策变量确定方法及装置、电子设备和介质
CN115906601A (zh) * 2021-09-29 2023-04-04 株式会社日立制作所 电力管理系统的优化方法及装置
US20240242116A1 (en) * 2023-01-18 2024-07-18 Gm Cruise Holdings Llc Systems and techniques for measuring model sensitivity and feature importance of machine learning models
CN116880438B (zh) * 2023-04-03 2024-04-26 材谷金带(佛山)金属复合材料有限公司 退火设备控制系统的故障检测方法及系统
JP2025028569A (ja) * 2023-08-18 2025-03-03 株式会社東芝 情報処理装置、情報処理方法およびプログラム
JP2025099934A (ja) 2023-12-22 2025-07-03 富士通株式会社 演算プログラム、演算方法、および情報処理装置
CN120012027B (zh) * 2025-04-17 2025-06-27 中国海洋大学 海洋物理数据智能融合与优化处理方法

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20150363358A1 (en) 2014-06-12 2015-12-17 1Qb Information Technologies Inc. Method and system for continuous optimization using a binary sampling device
JP2016206795A (ja) 2015-04-17 2016-12-08 Kddi株式会社 実空間情報によって学習する識別器を用いて物体を追跡する装置、プログラム及び方法
WO2017033326A1 (ja) 2015-08-27 2017-03-02 株式会社日立製作所 半導体装置および情報処理装置
WO2017168865A1 (ja) 2016-03-28 2017-10-05 ソニー株式会社 情報処理装置及び情報処理方法
US20170323195A1 (en) 2016-05-09 2017-11-09 1Qb Information Technologies Inc. Method and system for improving a policy for a stochastic control problem

Family Cites Families (227)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
AT263400B (de) * 1966-10-06 1968-07-25 Wolfgang Dipl Ing Dr Wehrmann Schaltungsanordnung zur meßtechnischen Bestimmung statistischer Parameter stochastischer Prozesse
US6221592B1 (en) 1998-10-20 2001-04-24 Wisconsin Alumi Research Foundation Computer-based methods and systems for sequencing of individual nucleic acid molecules
AU6771901A (en) 2000-07-05 2002-01-14 Ernst And Young Llp Method and apparatus for providing computer services
US9525696B2 (en) 2000-09-25 2016-12-20 Blue Coat Systems, Inc. Systems and methods for processing data flows
US8010469B2 (en) 2000-09-25 2011-08-30 Crossbeam Systems, Inc. Systems and methods for processing data flows
US20110238855A1 (en) 2000-09-25 2011-09-29 Yevgeny Korsunsky Processing data flows with a data flow processor
US20030005068A1 (en) 2000-12-28 2003-01-02 Nickel Ronald H. System and method for creating a virtual supercomputer using computers working collaboratively in parallel and uses for the same
US7113967B2 (en) 2001-05-29 2006-09-26 Magiq Technologies, Inc Efficient quantum computing operations
US7774435B2 (en) 2001-07-26 2010-08-10 Oracle America, Inc. System and method for batch tuning intelligent devices
US20090182542A9 (en) 2001-12-22 2009-07-16 Hilton Jeremy P Hybrid classical-quantum computer architecture for molecular modeling
US20030121028A1 (en) 2001-12-22 2003-06-26 Michael Coury Quantum computing integrated development environment
US7234144B2 (en) 2002-01-04 2007-06-19 Microsoft Corporation Methods and system for managing computational resources of a coprocessor in a computing system
US7904283B2 (en) 2003-05-13 2011-03-08 The Penn State Research Foundation Quantum mechanics based method for scoring protein-ligand interactions
US7672791B2 (en) 2003-06-13 2010-03-02 International Business Machines Corporation Method of performing three-dimensional molecular superposition and similarity searches in databases of flexible molecules
US7349958B2 (en) 2003-06-25 2008-03-25 International Business Machines Corporation Method for improving performance in a computer storage system by regulating resource requests from clients
US7376547B2 (en) 2004-02-12 2008-05-20 Microsoft Corporation Systems and methods that facilitate quantum computer simulation
US7542932B2 (en) 2004-02-20 2009-06-02 General Electric Company Systems and methods for multi-objective portfolio optimization
US7418283B2 (en) 2004-03-29 2008-08-26 D-Wave Systems Inc. Adiabatic quantum computation with superconducting qubits
US20070239366A1 (en) 2004-06-05 2007-10-11 Hilton Jeremy P Hybrid classical-quantum computer architecture for molecular modeling
WO2005122052A1 (en) 2004-06-05 2005-12-22 D-Wave Systems, Inc. Hybrid classical-quantum computer architecture for molecular modeling
US20080059547A1 (en) 2004-07-12 2008-03-06 Atomistix A/S Method and Computer System for Extrapolating Changes in a Self-Consistent Solution Driven by an External Parameter
US8503885B2 (en) 2004-08-04 2013-08-06 The United States Of America As Represented By The Secretary Of The Army Quantum based information transmission system and method
US7660533B1 (en) 2004-08-04 2010-02-09 The United States Of America As Represented By The Secretary Of The Army Quantum Fourier transform based information transmission system and method
US8983303B2 (en) 2004-08-04 2015-03-17 The United States Of America As Represented By The Secretary Of The Army Quantum based information transfer system and method
US9270385B2 (en) 2004-08-04 2016-02-23 The United States Of America As Represented By The Secretary Of The Army System and method for quantum based information transfer
JP2006061926A (ja) 2004-08-25 2006-03-09 Shoei Insatsu Kk レーザービームによる切断方法と該方法に用いるレーザービーム切断装置並びに前記方法により製造された物
US7533068B2 (en) 2004-12-23 2009-05-12 D-Wave Systems, Inc. Analog processor comprising quantum devices
US7619437B2 (en) 2004-12-30 2009-11-17 D-Wave Systems, Inc. Coupling methods and architectures for information processing
US7805079B1 (en) 2005-03-18 2010-09-28 The United States Of America As Represented By The Secretary Of The Army Free-space quantum communications process operative absent line-of-sight
US20060221978A1 (en) 2005-03-31 2006-10-05 Muthaiah Venkatachalam Backlogged queue manager
US7898282B2 (en) 2005-04-26 2011-03-01 D-Wave Systems Inc. Systems, devices, and methods for controllably coupling qubits
US7639035B2 (en) 2005-04-26 2009-12-29 D-Wave Systems, Inc. Qubit state copying
WO2010148120A2 (en) 2009-06-17 2010-12-23 D-Wave Systems Inc. Systems and methods for solving computational problems
US8560282B2 (en) 2005-07-11 2013-10-15 D-Wave Systems Inc. Quantum processor-based systems, methods and apparatus for solving problems as logic circuits
DE102005061270A1 (de) 2005-12-20 2007-06-28 Universität Hamburg Screening-Verfahren
US8253246B2 (en) 2005-12-28 2012-08-28 Takashi Suzuki Wiring structure and electronic device designed on basis of electron wave-particle duality
WO2007089674A2 (en) 2006-01-27 2007-08-09 The Arizona Board Of Regents, A Body Corporate Acting On Behalf Of Arizona State University Methods for generating a distribution of optimal solutions to nondeterministic polynomial optimization problems
CA2637071A1 (en) 2006-01-27 2007-08-02 D-Wave Systems, Inc. Methods of adiabatic quantum computation
US7836007B2 (en) 2006-01-30 2010-11-16 Hewlett-Packard Development Company, L.P. Methods for preparing entangled quantum states
US7606272B2 (en) 2006-01-31 2009-10-20 Hewlett-Packard Development Company, L.P. Methods and systems for avoiding transmission-channel disruptions
WO2007147243A1 (en) 2006-06-20 2007-12-27 D-Wave Systems Inc. Systems, devices, and methods for solving computational problems
US7877333B2 (en) 2006-09-06 2011-01-25 D-Wave Systems Inc. Method and system for solving integer programming and discrete optimization problems using analog processors
US7984012B2 (en) 2006-11-02 2011-07-19 D-Wave Systems Inc. Graph embedding techniques
KR101446943B1 (ko) 2006-12-05 2014-10-06 디-웨이브 시스템즈, 인코포레이티드 양자 프로세서 요소들의 국부적 프로그래밍을 위한 시스템들, 방법들 및 장치
US8630256B2 (en) 2006-12-05 2014-01-14 Qualcomm Incorporated Method and system for reducing backhaul utilization during base station handoff in wireless networks
WO2008083498A1 (en) 2007-01-12 2008-07-17 D-Wave Systems, Inc. Systems, devices and methods for interconnected processor topology
EP2143044A4 (en) 2007-04-19 2012-08-08 Dwave Sys Inc SYSTEMS, METHODS AND DEVICES FOR AUTOMATIC IMAGE RECOGNITION
US8230432B2 (en) 2007-05-24 2012-07-24 International Business Machines Corporation Defragmenting blocks in a clustered or distributed computing system
US20080313430A1 (en) 2007-06-12 2008-12-18 Bunyk Paul I Method and system for increasing quantum computer processing speed using digital co-processor
US8452725B2 (en) 2008-09-03 2013-05-28 Hamid Hatami-Hanza System and method of ontological subject mapping for knowledge processing applications
US9684678B2 (en) 2007-07-26 2017-06-20 Hamid Hatami-Hanza Methods and system for investigation of compositions of ontological subjects
US10095985B2 (en) 2008-07-24 2018-10-09 Hamid Hatami-Hanza Assisted knowledge discovery and publication system and method
US20090070402A1 (en) 2007-09-11 2009-03-12 Geordie Rose Systems, methods, and apparatus for a distributed network of quantum computers
WO2009039663A1 (en) 2007-09-25 2009-04-02 D-Wave Systems Inc. Systems, devices, and methods for controllably coupling qubits
US8832165B2 (en) 2007-12-12 2014-09-09 Lockheed Martin Corporation Computer systems and methods for quantum verification and validation
US8190553B2 (en) 2007-12-20 2012-05-29 Routt Thomas J Methods and systems for quantum search, computation and memory
US8374828B1 (en) 2007-12-24 2013-02-12 The University Of North Carolina At Charlotte Computer implemented system for protein and drug target design utilizing quantified stability and flexibility relationships to control function
US8244504B1 (en) 2007-12-24 2012-08-14 The University Of North Carolina At Charlotte Computer implemented system for quantifying stability and flexibility relationships in macromolecules
US8137199B2 (en) 2008-02-11 2012-03-20 Microsoft Corporation Partitioned artificial intelligence for networked games
CA2719343C (en) 2008-03-24 2017-03-21 Paul Bunyk Systems, devices, and methods for analog processing
WO2009152180A2 (en) 2008-06-10 2009-12-17 D-Wave Systems Inc. Parameter learning system for solvers
US20090325694A1 (en) 2008-06-27 2009-12-31 Microsoft Corpration Macroscopic quantum effects for computer games
US8090665B2 (en) 2008-09-24 2012-01-03 Nec Laboratories America, Inc. Finding communities and their evolutions in dynamic social network
US8468043B2 (en) 2009-04-13 2013-06-18 At&T Intellectual Property I, L.P. Networks with redundant points of presence using approximation methods and systems
US8219605B2 (en) 2010-05-28 2012-07-10 International Business Machines Corporation Decimal floating-pointing quantum exception detection
US8713163B2 (en) 2010-09-17 2014-04-29 Microsoft Corporation Monitoring cloud-runtime operations
US9189744B2 (en) 2010-10-04 2015-11-17 Mind Over Matter Ai, Llc. Coupling of rational agents to quantum processes
US8977576B2 (en) 2010-11-19 2015-03-10 D-Wave Systems Inc. Methods for solving computational problems using a quantum processor
US9268613B2 (en) 2010-12-20 2016-02-23 Microsoft Technology Licensing, Llc Scheduling and management in a personal datacenter
US20120253926A1 (en) 2011-03-31 2012-10-04 Google Inc. Selective delivery of content items
US9379303B2 (en) 2011-06-14 2016-06-28 Glocbalfoundries Inc. Modular array of fixed-coupling quantum systems for quantum information processing
WO2013006836A1 (en) 2011-07-06 2013-01-10 D-Wave Systems Inc. Quantum processor based systems and methods that minimize an objective function
US8931664B2 (en) 2011-07-27 2015-01-13 Wave Creative Products Inc. Single use dispenser package
US9026574B2 (en) 2011-11-15 2015-05-05 D-Wave Systems Inc. Systems and methods for solving computational problems
JP5921856B2 (ja) 2011-11-28 2016-05-24 株式会社日立製作所 量子コンピュータシステム、量子コンピュータシステムの制御方法及びプログラム
CN104011851B (zh) 2011-12-22 2017-06-27 英特尔公司 具有窗口插入器的3d集成电路封装
US9292319B2 (en) 2012-03-28 2016-03-22 Google Inc. Global computing interface
US9189455B2 (en) * 2012-05-29 2015-11-17 Xerox Corporation Adaptive weighted stochastic gradient descent
US9247062B2 (en) 2012-06-19 2016-01-26 Twilio, Inc. System and method for queuing a communication session
US9465773B2 (en) * 2012-08-17 2016-10-11 International Business Machines Corporation Data-driven distributionally robust optimization
US20140067342A1 (en) 2012-08-28 2014-03-06 Numerica Corporation Particle tracking in biological systems
US8990209B2 (en) 2012-09-06 2015-03-24 International Business Machines Corporation Distributed scalable clustering and community detection
US10216957B2 (en) 2012-11-26 2019-02-26 Elwha Llc Methods and systems for managing data and/or services for devices
US10069703B2 (en) 2012-10-31 2018-09-04 Elwha Llc Methods and systems for monitoring and/or managing device data
US9501747B2 (en) 2012-12-18 2016-11-22 D-Wave Systems Inc. Systems and methods that formulate embeddings of problems for solving by a quantum processor
US9875215B2 (en) 2012-12-18 2018-01-23 D-Wave Systems Inc. Systems and methods that formulate problems for solving by a quantum processor using hardware graph decomposition
US9207672B2 (en) 2013-01-25 2015-12-08 D-Wave Systems Inc. Systems and methods for real-time quantum computer-based control of mobile systems
EP2949086A1 (en) 2013-01-25 2015-12-02 Nokia Solutions and Networks Oy Unified cloud resource controller
US9152210B2 (en) 2013-02-15 2015-10-06 Apple Inc. Method and apparatus for determining tunable parameters to use in power and performance management
US9106412B2 (en) 2013-03-08 2015-08-11 Mcafee, Inc. Data protection using programmatically generated key pairs from a master key and a descriptor
US9471880B2 (en) 2013-04-12 2016-10-18 D-Wave Systems Inc. Systems and methods for interacting with a quantum computing system
US9424526B2 (en) 2013-05-17 2016-08-23 D-Wave Systems Inc. Quantum processor based systems and methods that minimize a continuous variable objective function
WO2014197001A1 (en) 2013-06-07 2014-12-11 Amin Mohammad H S Systems and methods for operating a quantum processor to determine energy eigenvalues of a hamiltonian
US9286154B2 (en) 2013-06-07 2016-03-15 Alcatel Lucent Error correction for entangled quantum states
US9602426B2 (en) 2013-06-21 2017-03-21 Microsoft Technology Licensing, Llc Dynamic allocation of resources while considering resource reservations
CN105531725B (zh) 2013-06-28 2018-03-13 D-波系统公司 用于对数据进行量子处理的系统和方法
US10318881B2 (en) 2013-06-28 2019-06-11 D-Wave Systems Inc. Systems and methods for quantum processing of data
WO2015006494A1 (en) 2013-07-09 2015-01-15 Board Of Trustees Of The Leland Stanford Junior University Computation using a network of optical parametric oscillators
US9727823B2 (en) 2013-07-23 2017-08-08 D-Wave Systems Inc. Systems and methods for achieving orthogonal control of non-orthogonal qubit parameters
US9129224B2 (en) 2013-07-24 2015-09-08 D-Wave Systems Inc. Systems and methods for increasing the energy scale of a quantum processor
WO2015060915A2 (en) 2013-07-29 2015-04-30 President And Fellows Of Harvard College Quantum processor problem compilation
US9858531B1 (en) 2013-08-02 2018-01-02 University Of Maryland Fault tolerant scalable modular quantum computer architecture with an enhanced control of multi-mode couplings between trapped ion qubits
US10339466B1 (en) 2013-09-11 2019-07-02 Google Llc Probabilistic inference in machine learning using a quantum oracle
CA2866608C (en) 2013-10-10 2018-12-11 1Qb Information Technologies Inc. Method and system for solving a convex integer quadratic programming problem using a binary optimizer
US10037493B2 (en) 2013-10-22 2018-07-31 D-Wave Systems Inc. Universal adiabatic quantum computing with superconducting qubits
US20150120551A1 (en) 2013-10-29 2015-04-30 Elwha LLC, a limited liability corporation of the State of Delaware Mobile device-facilitated guaranty provisioning
US20150120555A1 (en) 2013-10-29 2015-04-30 Elwha Llc Exchange authorization analysis infused with network-acquired data stream information
US20150193692A1 (en) 2013-11-19 2015-07-09 D-Wave Systems Inc. Systems and methods of finding quantum binary optimization problems
US10275422B2 (en) 2013-11-19 2019-04-30 D-Wave Systems, Inc. Systems and methods for finding quantum binary optimization problems
US20150142398A1 (en) 2013-11-20 2015-05-21 California Institute Of Technology Methods for a multi-scale description of the electronic structure of molecular systems and materials and related applications
US9588940B2 (en) 2013-12-05 2017-03-07 D-Wave Systems Inc. Sampling from a set of spins with clamping
CN103618315B (zh) * 2013-12-10 2016-07-06 广州供电局有限公司 一种基于bart算法和超吸收壁的电网电压无功优化方法
US10579617B2 (en) 2013-12-19 2020-03-03 Mimecast Services Ltd. Displaying messages relevant to system administration
JP6574199B2 (ja) 2014-01-06 2019-09-11 グーグル エルエルシー 頑強な量子アニーリング工程のための量子ハードウェアの構築およびプログラミング
GB201402599D0 (en) 2014-02-14 2014-04-02 Univ Edinburgh Client server communication system
WO2015138788A1 (en) 2014-03-12 2015-09-17 Temporal Defense Systems, Inc. Solving digital logic constraint problems via adiabatic quantum computation
JP6326886B2 (ja) 2014-03-19 2018-05-23 富士通株式会社 ソフトウェア分割プログラム、ソフトウェア分割装置およびソフトウェア分割方法
US10558932B1 (en) 2014-04-23 2020-02-11 Google Llc Multi-machine distributed learning systems
US9350548B2 (en) 2014-05-30 2016-05-24 Tokenym, LLC Two factor authentication using a protected pin-like passcode
US10769545B2 (en) 2014-06-17 2020-09-08 D-Wave Systems Inc. Systems and methods employing new evolution schedules in an analog computer with applications to determining isomorphic graphs and post-processing solutions
US9762262B2 (en) 2014-06-18 2017-09-12 Alcatel Lucent Hardware-efficient syndrome extraction for entangled quantum states
US11340345B2 (en) 2015-07-17 2022-05-24 Origin Wireless, Inc. Method, apparatus, and system for wireless object tracking
US10552755B2 (en) 2014-08-22 2020-02-04 D-Wave Systems Inc. Systems and methods for improving the performance of a quantum processor to reduce intrinsic/control errors
US9881256B2 (en) 2014-08-22 2018-01-30 D-Wave Systems Inc. Systems and methods for problem solving, useful for example in quantum computing
US10031887B2 (en) 2014-09-09 2018-07-24 D-Wave Systems Inc. Systems and methods for improving the performance of a quantum processor via reduced readouts
CA2902015C (en) 2014-09-09 2018-01-16 1Qb Information Technologies Inc. Method and system for solving an optimization problem involving graph similarity
JP6540043B2 (ja) 2015-01-27 2019-07-10 セイコーエプソン株式会社 ドライバー、電気光学装置及び電子機器
BR102015002008A2 (pt) 2015-01-28 2016-08-23 Bernardo Lembo Conde De Paiva cateter
US11797641B2 (en) 2015-02-03 2023-10-24 1Qb Information Technologies Inc. Method and system for solving the lagrangian dual of a constrained binary quadratic programming problem using a quantum annealer
US20170242824A1 (en) 2016-02-23 2017-08-24 1Qb Information Technologies Inc. Method and system for solving the lagrangian dual of a binary polynomially constrained polynomial programming problem using a quantum annealer
CA2881033C (en) 2015-02-03 2016-03-15 1Qb Information Technologies Inc. Method and system for solving lagrangian dual of a constrained binary quadratic programming problem
GB2554554B (en) 2015-03-09 2021-08-25 Mosca Michele Quantum circuit synthesis using deterministic walks
WO2016179419A1 (en) 2015-05-05 2016-11-10 Kyndi, Inc. Quanton representation for emulating quantum-like computation on classical processors
US10187814B2 (en) 2015-05-14 2019-01-22 Cable Television Laboratories, Inc. Systems and methods for hybrid wireless communication network
US9747546B2 (en) 2015-05-21 2017-08-29 Google Inc. Neural network processor
ES2850151T3 (es) 2015-06-29 2021-08-25 Parity Quantum Computing GmbH Dispositivo y procedimiento de procesamiento cuántico
WO2017027185A1 (en) 2015-08-10 2017-02-16 Microsoft Technology Licensing, Llc Efficient online methods for quantum bayesian inference
US9804895B2 (en) 2015-08-28 2017-10-31 Vmware, Inc. Constrained placement in hierarchical randomized schedulers
US11086966B2 (en) 2015-09-08 2021-08-10 Hewlett Packard Enterprise Development Lp Apparatus for solving Ising problems
KR101699414B1 (ko) 2015-10-15 2017-01-24 서울시립대학교 산학협력단 이온트랩 기반의 양자역학적 인공 시각 시스템 및 연산 방법
EP3362952A4 (en) 2015-10-16 2018-10-03 D-Wave Systems Inc. Systems and methods for creating and using quantum boltzmann machines
WO2017068228A1 (en) 2015-10-19 2017-04-27 Nokia Technologies Oy Method and apparatus for optimization
US10664249B2 (en) 2015-11-20 2020-05-26 Microsoft Technology Licensing, Llc Verified compilation of reversible circuits
US20170147695A1 (en) 2015-11-22 2017-05-25 Jeanne Louise Shih Method and system for matching users serendipitously based on a quantum processing unit
WO2017111937A1 (en) 2015-12-22 2017-06-29 Google Inc. Triangular dual embedding for quantum annealing
CN105426882B (zh) * 2015-12-24 2018-11-20 上海交通大学 一种人脸图像中快速定位人眼的方法
US20170214701A1 (en) 2016-01-24 2017-07-27 Syed Kamran Hasan Computer security based on artificial intelligence
WO2017131081A1 (ja) 2016-01-27 2017-08-03 国立大学法人京都大学 量子情報処理システム、量子情報処理方法、プログラム、及び記録媒体
US10614370B2 (en) 2016-01-31 2020-04-07 QC Ware Corp. Quantum computing as a service
US10484479B2 (en) 2016-01-31 2019-11-19 QC Ware Corp. Integration of quantum processing devices with distributed computers
CA2921711C (en) 2016-02-23 2018-12-11 1Qb Information Technologies Inc. Method and system for solving the lagrangian dual of a binary polynomially constrained polynomial programming problem using a quantum annealer
EP3420466B1 (en) 2016-02-23 2023-06-14 1QB Information Technologies Inc. Method and system for solving the lagrangian dual of a binary polynomially constrained polynomial programming problem using a binary optimizer
US10599988B2 (en) 2016-03-02 2020-03-24 D-Wave Systems Inc. Systems and methods for analog processing of problem graphs having arbitrary size and/or connectivity
CA3015034C (en) 2016-03-02 2022-06-21 1Qb Information Technologies Inc. Method and system for decomposing a problem involving discrete optimization into a plurality of smaller subproblems and its use for solving the problem
US10325218B1 (en) 2016-03-10 2019-06-18 Rigetti & Co, Inc. Constructing quantum process for quantum processors
WO2017152289A1 (en) 2016-03-11 2017-09-14 1Qb Information Technologies Inc. Methods and systems for quantum computing
JP6835065B2 (ja) 2016-03-18 2021-02-24 日本電気株式会社 情報処理装置、制御方法、及びプログラム
US10268964B2 (en) 2016-03-30 2019-04-23 1Qb Information Technologies Inc. Method and system for solving a minimum connected dominating set problem using quantum annealing for distance optimization
US10565514B2 (en) 2016-03-31 2020-02-18 Board Of Regents, The University Of Texas System System and method for emulation of a quantum computer
CA2927171C (en) 2016-04-13 2017-05-02 1Qb Information Technologies Inc. Quantum processor and its use for implementing a neural network
WO2017189002A1 (en) 2016-04-29 2017-11-02 Hewlett-Packard Development Company, L.P. Printer
US9537953B1 (en) 2016-06-13 2017-01-03 1Qb Information Technologies Inc. Methods and systems for quantum ready computations on the cloud
US20170344898A1 (en) 2016-05-26 2017-11-30 1Qb Information Technologies Inc. Methods and systems for setting a system of super conducting qubits having a hamiltonian representative of a polynomial on a bounded integer domain
US10044638B2 (en) 2016-05-26 2018-08-07 1Qb Information Technologies Inc. Methods and systems for quantum computing
US9870273B2 (en) 2016-06-13 2018-01-16 1Qb Information Technologies Inc. Methods and systems for quantum ready and quantum enabled computations
US10305747B2 (en) 2016-06-23 2019-05-28 Sap Se Container-based multi-tenant computing infrastructure
US20170372427A1 (en) 2016-06-27 2017-12-28 QC Ware Corp. Quantum-Annealing Computer Method for Financial Portfolio Optimization
CN106651089B (zh) * 2016-09-19 2020-09-11 清华大学 生产调度问题的分布集鲁棒模型的建模及优化求解方法
WO2018058061A1 (en) * 2016-09-26 2018-03-29 D-Wave Systems Inc. Systems, methods and apparatus for sampling from a sampling server
US10984152B2 (en) 2016-09-30 2021-04-20 Rigetti & Co, Inc. Simulating quantum systems with quantum computation
CN106503803A (zh) * 2016-10-31 2017-03-15 天津大学 一种基于拟牛顿方法的受限玻尔兹曼机迭代映射训练方法
US10223084B1 (en) 2016-12-15 2019-03-05 Lockheed Martin Corporation Quantum Compiler
WO2018119522A1 (en) 2016-12-30 2018-07-05 1Qb Information Technologies Inc. Methods and systems for unified quantum computing frameworks
CN106847248B (zh) * 2017-01-05 2021-01-01 天津大学 基于鲁棒性音阶轮廓特征和向量机的和弦识别方法
US20180204126A1 (en) 2017-01-17 2018-07-19 Xerox Corporation Method and system for assisting users in an automated decision-making environment
US11263547B2 (en) 2017-01-30 2022-03-01 D-Wave Systems Inc. Quantum annealing debugging systems and methods
CN106874506A (zh) 2017-02-28 2017-06-20 深圳信息职业技术学院 基于统计模型的社区挖掘方法及系统
US10929294B2 (en) 2017-03-01 2021-02-23 QC Ware Corp. Using caching techniques to improve graph embedding performance
WO2018160599A1 (en) 2017-03-01 2018-09-07 QC Ware Corp. Quantum computing as a service
EP3593297B1 (en) 2017-03-10 2024-06-19 Rigetti & Co, LLC Modular control in a quantum computing system
US10275721B2 (en) 2017-04-19 2019-04-30 Accenture Global Solutions Limited Quantum computing machine learning module
US10332023B2 (en) 2017-09-22 2019-06-25 International Business Machines Corporation Hardware-efficient variational quantum eigenvalue solver for quantum computing machines
EP3718060B1 (en) 2017-11-30 2025-08-20 Good Chemistry Inc. Methods and systems for quantum computing enabled molecular ab initio simulations using quantum-classical computing hardware
CA3083008A1 (en) 2017-12-01 2019-06-06 1Qb Information Technologies Inc. Systems and methods for stochastic optimization of a robust inference problem
US11010450B2 (en) 2017-12-08 2021-05-18 Microsoft Technology Licensing, Llc Using random walks for iterative phase estimation
KR20240052086A (ko) 2018-01-31 2024-04-22 구글 엘엘씨 강화된 학습을 통한 양자 계산
US20200401916A1 (en) 2018-02-09 2020-12-24 D-Wave Systems Inc. Systems and methods for training generative machine learning models
US11003811B2 (en) 2018-02-09 2021-05-11 International Business Machines Corporation Generating samples of outcomes from a quantum simulator
EP3794520A4 (en) 2018-05-18 2022-03-23 Rigetti & Co. LLC COMPUTING PLATFORM WITH HETEROGENOUS QUANTUM PROCESSORS
US11620561B2 (en) 2018-05-30 2023-04-04 Mark A. Novotny Method and system for a quantum oracle to obtain the number of quantum ground states
US10803395B2 (en) 2018-06-07 2020-10-13 International Business Machines Corporation Quantum computations of classical specifications
EP3807804A4 (en) 2018-06-18 2022-04-06 1QB Information Technologies Inc. VARIATIONAL AND ADIABATIC NAVIGATED QUANTUM OWN SOLVER
US20210279260A1 (en) 2018-06-22 2021-09-09 1Qb Information Technologies Inc. Method and system for identifying at least one community in a dataset comprising a plurality of elements
WO2020010147A1 (en) 2018-07-02 2020-01-09 Zapata Computing, Inc. Compressed unsupervised quantum state preparation with quantum autoencoders
CA3109643A1 (en) 2018-08-17 2020-02-20 Zapata Computing, Inc. Quantum computer with improved quantum optimization by exploiting marginal data
US11694103B2 (en) 2018-09-19 2023-07-04 Microsoft Technology Licensing, Llc Quantum-walk-based algorithm for classical optimization problems
CN112789629A (zh) 2018-10-02 2021-05-11 札帕塔计算股份有限公司 用于对线性系统求解的混合量子经典计算机
US10469087B1 (en) 2018-10-08 2019-11-05 Microsoft Technology Licensing, Llc Bayesian tuning for quantum logic gates
US11061902B2 (en) 2018-10-18 2021-07-13 Oracle International Corporation Automated configuration parameter tuning for database performance
CA3060810A1 (en) 2018-11-02 2020-05-02 Iqb Information Technologies Inc. Method and system for determining a conformation of a molecule using high-performance binary optimizer
EP3891668A4 (en) 2018-12-06 2023-01-25 1QB Information Technologies Inc. Artificial intelligence-driven quantum computing
US20200279187A1 (en) 2019-02-28 2020-09-03 Cisco Technology, Inc. Model and infrastructure hyper-parameter tuning system and method
WO2020223718A1 (en) 2019-05-02 2020-11-05 Arizona Board Of Regents On Behalf Of The University Of Arizona Cluster-state quantum computing methods and systems
CN110069348B (zh) 2019-05-05 2023-09-19 山东浪潮科学研究院有限公司 一种高效利用云中心量子计算机资源的方法
EP3970153A4 (en) 2019-05-13 2022-08-10 1QB Information Technologies Inc. PROCESSES AND SYSTEMS FOR AB INITIO MOLECULAR SIMULATIONS ENABLED BY QUANTUM COMPUTING
US11615329B2 (en) 2019-06-14 2023-03-28 Zapata Computing, Inc. Hybrid quantum-classical computer for Bayesian inference with engineered likelihood functions for robust amplitude estimation
US11562279B2 (en) 2019-06-18 2023-01-24 Xanadu Quantum Technologies Inc. Apparatus and methods for quantum computing and machine learning
WO2020255076A1 (en) 2019-06-19 2020-12-24 1Qb Information Technologies Inc. Method and system for mapping a dataset from a hilbert space of a given dimension to a hilbert space of a different dimension
WO2020263144A1 (en) 2019-06-28 2020-12-30 Telefonaktiebolaget Lm Ericsson (Publ) Quantum computing device in a support vector machine algorithm
KR20220063173A (ko) 2019-09-18 2022-05-17 넥스젠 파트너스 아이피 엘엘씨 Ｏａｍ과 물질의 상호작용 및 솔리드 스테이트, 생명 공학 및 양자 컴퓨팅에서의 응용을 위한 양자 기계 프레임워크
CA3155869A1 (en) 2019-10-04 2021-04-08 X Development Llc QUANTUM REPEATER FROM A CONVERTER BETWEEN QUANTUM ANALOG AND DIGITAL
US11449783B2 (en) 2019-10-23 2022-09-20 International Business Machines Corporation Trivalent lattice scheme to identify flag qubit outcomes
JP7741802B2 (ja) 2019-12-03 2025-09-18 １キュービー インフォメーション テクノロジーズ インコーポレイテッド 物理学に着想を得たコンピュータおよび物理学に着想を得たコンピュータシミュレータへのアクセスを可能にするためのシステムおよび方法
CN112034842B (zh) 2020-01-23 2024-03-26 沈阳工业大学 适用于不同使用者的服务机器人速度约束跟踪控制方法
EP4118589A4 (en) 2020-03-10 2024-04-03 1QB Information Technologies Inc. METHOD AND SYSTEM FOR ESTIMATING PHYSICAL QUANTITIES OF A PLURALITY OF MODELS USING A SCANNING DEVICE
WO2021202409A1 (en) 2020-03-30 2021-10-07 Psiquantum, Corp. Encoded fusion measurements with local adaptivity
JP7621379B2 (ja) 2020-04-17 2025-01-24 グッド ケミストリー インク． 分子系およびスピン系の量子シミュレーションのための方法およびシステム
EP4158504A4 (en) 2020-05-27 2024-02-14 1QB Information Technologies Inc. METHOD AND SYSTEMS FOR SOLVING AN OPTIMIZATION PROBLEM USING A FLEXIBLE MODULAR APPROACH
AU2021285093A1 (en) 2020-06-04 2022-12-08 1Qb Information Technologies Inc. Methods and systems for improving an estimation of a property of a quantum state
EP3923211A1 (en) 2020-06-09 2021-12-15 Commissariat à l'énergie atomique et aux énergies alternatives Method for decoding colour codes over a quantum erasure channel
WO2022079640A1 (en) 2020-10-13 2022-04-21 1Qb Information Technologies Inc. Methods and systems for hyperparameter tuning and benchmarking
US11196775B1 (en) 2020-11-23 2021-12-07 Sailpoint Technologies, Inc. System and method for predictive modeling for entitlement diffusion and role evolution in identity management artificial intelligence systems using network identity graphs
JP2024502716A (ja) 2020-12-10 2024-01-23 ワンキュービー インフォメーション テクノロジーズ インク． 重み付き最大クリーク問題を解くための方法およびシステム
WO2022224143A1 (en) 2021-04-19 2022-10-27 1Qb Information Technologies Inc. Methods and systems for allocating qubits on a quantum chip structure represented by a graph
JP2024528499A (ja) 2021-07-01 2024-07-30 ワンキュービー インフォメーション テクノロジーズ インク． 回路ベースの連続可変量子光学デバイスを使用して整数計画問題または混合整数計画問題を解くための方法およびシステム
WO2023053035A1 (en) 2021-09-29 2023-04-06 1Qb Information Technologies Inc. Methods and systems for eigenstate preparation of a target hamiltonian on a quantum computer
WO2023242744A1 (en) 2022-06-14 2023-12-21 1Qb Information Technologies Inc. Methods and systems for solving a quadratic programming problem

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20150363358A1 (en) 2014-06-12 2015-12-17 1Qb Information Technologies Inc. Method and system for continuous optimization using a binary sampling device
JP2016206795A (ja) 2015-04-17 2016-12-08 Kddi株式会社 実空間情報によって学習する識別器を用いて物体を追跡する装置、プログラム及び方法
WO2017033326A1 (ja) 2015-08-27 2017-03-02 株式会社日立製作所 半導体装置および情報処理装置
WO2017168865A1 (ja) 2016-03-28 2017-10-05 ソニー株式会社 情報処理装置及び情報処理方法
US20170323195A1 (en) 2016-05-09 2017-11-09 1Qb Information Technologies Inc. Method and system for improving a policy for a stochastic control problem

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