William G. Macready

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All published works

Action	Title	Year	Authors
+ PDF Chat	Neural-Guided Runtime Prediction of Planners for Improved Motion and Task Planning with Graph Neural Networks	2022	Simon Odense Kamal Gupta William G. Macready
+	Neural-Guided RuntimePrediction of Planners for Improved Motion and Task Planning with Graph Neural Networks	2022	Simon Odense Kamal Gupta William G. Macready
+	Solving SAT (and MaxSAT) with a quantum annealer: Foundations, encodings, and preliminary results	2020	Zhengbing Bian Fabián A. Chudak William G. Macready Aidan Roy Roberto Sebastiani Stefano Varotti
+ PDF Chat	Semi-Supervised Semantic Image Segmentation With Self-Correcting Networks	2020	Mostafa S. Ibrahim Arash Vahdat Mani Ranjbar William G. Macready
+ PDF Chat	A Robust Learning Approach to Domain Adaptive Object Detection	2019	Mehran Khodabandeh Arash Vahdat Mani Ranjbar William G. Macready
+	A Robust Learning Approach to Domain Adaptive Object Detection	2019	Mehran Khodabandeh Arash Vahdat Mani Ranjbar William G. Macready
+	Undirected Graphical Models as Approximate Posteriors	2019	Arash Vahdat Evgeny Andriyash William G. Macready
+	A Robust Learning Approach to Domain Adaptive Object Detection	2019	Mehran Khodabandeh Arash Vahdat Mani Ranjbar William G. Macready
+	Weakly Supervised Semantic Image Segmentation with Self-correcting Networks	2018	Mostafa S. Ibrahim Arash Vahdat William G. Macready
+	DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors	2018	Arash Vahdat Evgeny Andriyash William G. Macready
+	DVAE++: Discrete Variational Autoencoders with Overlapping Transformations	2018	Arash Vahdat William G. Macready Zhengbing Bian Amir H. Khoshaman Evgeny Andriyash
+	DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors	2018	Arash Vahdat Evgeny Andriyash William G. Macready
+	Improved Gradient-Based Optimization Over Discrete Distributions	2018	Evgeny Andriyash Arash Vahdat William G. Macready
+	Solving SAT and MaxSAT with a Quantum Annealer: Foundations, Encodings, and Preliminary Results	2018	Zhengbing Bian Fabián A. Chudak William G. Macready Aidan Roy Roberto Sebastiani Stefano Varotti
+	Semi-Supervised Semantic Image Segmentation with Self-correcting Networks	2018	Mostafa Ibrahim Arash Vahdat Mani Ranjbar William G. Macready
+	Benchmarking Quantum Hardware for Training of Fully Visible Boltzmann Machines	2016	Dmytro Korenkevych Yanbo Xue Zhengbing Bian Fabián A. Chudak William G. Macready Jason Tyler Rolfe Evgeny Andriyash
+ PDF Chat	Mapping Constrained Optimization Problems to Quantum Annealing with Application to Fault Diagnosis	2016	Zhengbing Bian Fabián A. Chudak Robert B. Israel Brad Lackey William G. Macready Aidan Roy
+ PDF Chat	Generalized Ramsey numbers through adiabatic quantum optimization	2016	Mani Ranjbar William G. Macready Lane Clark Frank Gaitan
+	Mapping constrained optimization problems to quantum annealing with application to fault diagnosis	2016	Zhengbing Bian Fabián A. Chudak Robert B. Israel Brad Lackey William G. Macready Aidan Roy
+	Benchmarking Quantum Hardware for Training of Fully Visible Boltzmann Machines	2016	Dmytro Korenkevych Yanbo Xue Zhengbing Bian Fabián A. Chudak William G. Macready Jason Tyler Rolfe Evgeny Andriyash
+ PDF Chat	Construction of Energy Functions for Lattice Heteropolymer Models: Efficient Encodings for Constraint Satisfaction Programming and Quantum Annealing	2014	Ryan Babbush Alejandro Perdomo‐Ortiz Bryan O’Gorman William G. Macready Alán Aspuru‐Guzik
+	A practical heuristic for finding graph minors	2014	Jun Liang Cai William G. Macready Aidan Roy
+ PDF Chat	Experimental Determination of Ramsey Numbers	2013	Zhengbing Bian Fabián A. Chudak William G. Macready Lane Clark Frank Gaitan
+	Construction of Energy Functions for Lattice Heteropolymer Models: Efficient Encodings for Constraint Satisfaction Programming and Quantum Annealing	2012	Ryan Babbush Alejandro Perdomo‐Ortiz Bryan O’Gorman William G. Macready Alán Aspuru‐Guzik
+	Experimental determination of Ramsey numbers with quantum annealing	2012	Zhengbing Bian Fabián A. Chudak William G. Macready Lane Clark Frank Gaitan
+	A Near-Term Quantum Computing Approach for Hard Computational Problems in Space Exploration	2012	Vadim Smelyanskiy Eleanor Rieffel Sergey Knysh Colin P. Williams Mark W. Johnson M. C. Thom William G. Macready Kristen L. Pudenz
+ PDF Chat	Investigating the performance of an adiabatic quantum optimization processor	2011	Kamran Karimi Neil G. Dickson Firas Hamze M. H. S. Amin Marshall Drew-Brook Fabián A. Chudak P. Bunyk William G. Macready Geordie Rose
+	Investigating the Performance of an Adiabatic Quantum Optimization Processor	2010	Kamran Karimi Neil G. Dickson Firas Hamze M. H. S. Amin Marshall Drew-Brook Fabián A. Chudak P. Bunyk William G. Macready Geordie Rose
+	Investigating the Performance of an Adiabatic Quantum Optimization Processor	2010	Kamran Karimi Neil G. Dickson Firas Hamze M. H. S. Amin Marshall Drew-Brook Fabián A. Chudak P. Bunyk William G. Macready Geordie Rose
+	Training a Large Scale Classifier with the Quantum Adiabatic Algorithm	2009	Hartmut Neven Vasil S. Denchev Geordie Rose William G. Macready
+	Image recognition with an adiabatic quantum computer I. Mapping to quadratic unconstrained binary optimization	2008	Hartmut Neven Geordie Rose William G. Macready
+	Training a Binary Classifier with the Quantum Adiabatic Algorithm	2008	Hartmut Neven Vasil S. Denchev Geordie Rose William G. Macready
+	Distributed Constrained Optimization with Semicoordinate Transformations	2008	William G. Macready David H. Wolpert
+	Problems in Optimization	2004	William G. Macready
+ PDF Chat	No free lunch theorems for optimization	1997	David H. Wolpert William G. Macready

Common Coauthors

Coauthor	Papers Together
Fabián A. Chudak	11
Arash Vahdat	11
Zhengbing Bian	9
Evgeny Andriyash	7
Mani Ranjbar	6
Geordie Rose	6
Aidan Roy	5
Hartmut Neven	3
P. Bunyk	3
Marshall Drew-Brook	3
Mehran Khodabandeh	3
Lane Clark	3
Frank Gaitan	3
Neil G. Dickson	3
Firas Hamze	3
Kamran Karimi	3
Bryan O’Gorman	2
Vasil S. Denchev	2
Robert B. Israel	2
Mostafa S. Ibrahim	2
Simon Odense	2
Stefano Varotti	2
Dmytro Korenkevych	2
Ryan Babbush	2
M. H. S. Amin	2
Jason Tyler Rolfe	2
Brad Lackey	2
Alán Aspuru‐Guzik	2
David H. Wolpert	2
Alejandro Perdomo‐Ortiz	2
Roberto Sebastiani	2
Yanbo Xue	2
Amir H. Khoshaman	1
Colin P. Williams	1
Eleanor Rieffel	1
Sergey Knysh	1
Vadim Smelyanskiy	1
M. H. S. Amin	1
Kristen L. Pudenz	1
Jun Liang Cai	1
Mostafa Ibrahim	1
Mark W. Johnson	1
Kamal Gupta	1
M. C. Thom	1
Kamal Gupta	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Quantum annealing in the transverse Ising model	1998	Tadashi Kadowaki Hidetoshi Nishimori	9
+ PDF Chat	Experimental demonstration of a robust and scalable flux qubit	2010	R. Harris Jonas Johansson A. J. Berkley Mark W. Johnson T. Lanting Siyuan Han P. Bunyk E. Ladizinsky T. Oh I. Perminov	7
+	Quantum annealing: A new method for minimizing multidimensional functions	1994	Aleta Finnila Maria A. Gomez C. Sebenik C. Stenson J. D. Doll	5
+ PDF Chat	Experimental Determination of Ramsey Numbers	2013	Zhengbing Bian Fabián A. Chudak William G. Macready Lane Clark Frank Gaitan	5
+ PDF Chat	A Quantum Adiabatic Evolution Algorithm Applied to Random Instances of an NP-Complete Problem	2001	Edward Farhi Jeffrey Goldstone Sam Gutmann Joshua M. Lapan A. P. Lundgren Daniel Preda	5
+ PDF Chat	Architectural Considerations in the Design of a Superconducting Quantum Annealing Processor	2014	P. Bunyk Emile Hoskinson Mark W. Johnson E. Tolkacheva Fabio Altomare A. J. Berkley R. Harris Jeremy Hilton T. Lanting Anthony Przybysz	5
+ PDF Chat	Global Warming: Temperature Estimation in Annealers	2016	Jack Raymond Sheir Yarkoni Evgeny Andriyash	4
+	Fidelity-Weighted Learning	2018	Mostafa Dehghani Arash Mehrjou Stephan Gouws Jaap Kamps Bernhard Schölkopf	4
+ PDF Chat	Joint Optimization Framework for Learning with Noisy Labels	2018	Daiki Tanaka Daiki Ikami Toshihiko Yamasaki Kiyoharu Aizawa	4
+ PDF Chat	A quantum annealing approach for fault detection and diagnosis of graph-based systems	2015	Alejandro Perdomo‐Ortiz Joseph Fluegemann Sriram Narasimhan R. Biswas Vadim Smelyanskiy	4
+	A practical heuristic for finding graph minors	2014	Jun Liang Cai William G. Macready Aidan Roy	4
+	Generalized cross entropy loss for training deep neural networks with noisy labels	2018	Zhilu Zhang Mert R. Sabuncu	4
+ PDF Chat	Searching for quantum speedup in quasistatic quantum annealers	2015	M. H. S. Amin	4
+	On the computational complexity of Ising spin glass models	1982	Francisco Barahona	4
+ PDF Chat	Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels	2016	Ishan Misra C. Lawrence Zitnick Margaret Mitchell Ross Girshick	4
+ PDF Chat	Learning from Noisy Large-Scale Datasets with Minimal Supervision	2017	Andreas Veit Neil Alldrin Gal Chechik Ivan Krasin Abhinav Gupta Serge Belongie	4
+	MentorNet: Regularizing Very Deep Neural Networks on Corrupted Labels	2017	Lu Jiang Zhengyuan Zhou Thomas Leung Li-Jia Li Li Fei-Fei	4
+ PDF Chat	A case study in programming a quantum annealer for hard operational planning problems	2014	Eleanor Rieffel Davide Venturelli Bryan O’Gorman Bùi Quang Minh Elicia M. Prystay Vadim Smelyanskiy	4
+ PDF Chat	Experimental quantum annealing: case study involving the graph isomorphism problem	2015	Kenneth M. Zick Omar Shehab Matthew French	4
+ PDF Chat	The Cityscapes Dataset for Semantic Urban Scene Understanding	2016	Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele	4
+	Training Convolutional Networks with Noisy Labels	2014	Sainbayar Sukhbaatar Joan Bruna Manohar Paluri Lubomir Bourdev Rob Fergus	4
+ PDF Chat	Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach	2017	Giorgio Patrini Alessandro Rozza Aditya Krishna Menon Richard Nock Lizhen Qu	4
+	Quantum Annealing Implementation of Job-Shop Scheduling	2015	Davide Venturelli Dominic J. J. Marchand Galo Rojo	4
+ PDF Chat	Ramsey Numbers and Adiabatic Quantum Computing	2012	Frank Gaitan Lane Clark	3
+ PDF Chat	<i>Colloquium</i>: Quantum annealing and analog quantum computation	2008	Arnab Das Bikas K. Chakrabarti	3
+ PDF Chat	A scalable readout system for a superconducting adiabatic quantum optimization system	2010	A. J. Berkley Mark W. Johnson P. Bunyk R. Harris J. Johansson T. Lanting E. Ladizinsky E. Tolkacheva M. H. S. Amin Geordie Rose	3
+	SSD: Single Shot MultiBox Detector	2016	Wei Liu Dragomir Anguelov Dumitru Erhan Christian Szegedy Scott Reed Cheng-Yang Fu Alexander C. Berg	3
+	Quantum Computation by Adiabatic Evolution	2000	Edward Farhi Jeffrey Goldstone Sam Gutmann Michael Sipser	3
+ PDF Chat	You Only Look Once: Unified, Real-Time Object Detection	2016	Joseph Redmon Santosh Divvala Ross Girshick Ali Farhadi	3
+	Neural Variational Inference and Learning in Belief Networks	2014	Andriy Mnih Karol Gregor	3
+	Stochastic Backpropagation and Approximate Inference in Deep Generative Models	2014	Danilo Jimenez Rezende Shakir Mohamed Daan Wierstra	3
+ PDF Chat	Exchange Monte Carlo Method and Application to Spin Glass Simulations	1996	Koji Hukushima Kae Nemoto	3
+ PDF Chat	Role of single-qubit decoherence time in adiabatic quantum computation	2009	M. H. S. Amin C. J. S. Truncik D. V. Averin	3
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+	Practical graph isomorphism, II	2013	Brendan D. McKay Adolfo Piperno	3
+ PDF Chat	Finding cliques by quantum adiabatic evolution	2002	Andrew M. Childs Edward Farhi Jared V. Goldstone Sam Gutmann	3
+ PDF Chat	Size Dependence of the Minimum Excitation Gap in the Quantum Adiabatic Algorithm	2008	A. P. Young Sergey Knysh Vadim Smelyanskiy	3
+ PDF Chat	Minor-embedding in adiabatic quantum computation: I. The parameter setting problem	2008	Vicky Choi	3
+	The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables	2016	Chris J. Maddison Andriy Mnih Yee Whye Teh	3
+ PDF Chat	Compound Josephson-junction coupler for flux qubits with minimal crosstalk	2009	R. Harris T. Lanting A. J. Berkley Jonas Johansson Mark W. Johnson P. Bunyk E. Ladizinsky N. Ladizinsky T. Oh Siyuan Han	3
+	Performance of a quantum annealer on range-limited constraint satisfaction problems	2015	Andrew D. King	2
+ PDF Chat	BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation	2015	Jifeng Dai Kaiming He Jian Sun	2
+ PDF Chat	Geometrical dependence of the low-frequency noise in superconducting flux qubits	2009	T. Lanting A. J. Berkley Bruce Bumble P. Bunyk A. Fung Jonas Johansson Anupama B. Kaul A. W. Kleinsasser E. Ladizinsky F. Maibaum	2
+ PDF Chat	Quantum Annealing of a Disordered Magnet	1999	J. Brooke D. Bitko Tengfei Ma T. F. Rosenbaum G. Aeppli	2
+ PDF Chat	Defining and detecting quantum speedup	2014	Troels F. Rønnow Zhihui Wang Joshua Job Sergio Boixo Sergei V. Isakov D. Wecker John M. Martinis Daniel A. Lidar Matthias Troyer	2
+ PDF Chat	Quantum Optimization of Fully Connected Spin Glasses	2015	Davide Venturelli Salvatore Mandrà Sergey Knysh Bryan O’Gorman Rupak Biswas Vadim Smelyanskiy	2
+ PDF Chat	Ising formulations of many NP problems	2014	Andrew Lucas	2
+ PDF Chat	Decoherence in a scalable adiabatic quantum computer	2006	Sahel Ashhab J. R. Johansson Franco Nori	2
+ PDF Chat	Long-term recurrent convolutional networks for visual recognition and description	2015	Jeff Donahue Lisa Anne Hendricks Sergio Guadarrama Marcus Rohrbach Subhashini Venugopalan Trevor Darrell Kate Saenko	2
+ PDF Chat	Decoherence in adiabatic quantum computation	2009	M. H. S. Amin D. V. Averin James A. Nesteroff	2