Brendan O'Donoghue - Google Scholar Citations

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	All	Since 2014
Citations	1963	1881
h-index	14	14
i10-index	15	15

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Stephen BoydProfessor of Electrical Engineering, Computer Science, and Management Science, StanfordVerified email at stanford.edu
Eric ChuGraduate Student, Stanford UniversityVerified email at cs.stanford.edu
Neal ParikhPh.D., Stanford UniversityVerified email at cs.stanford.edu
Pushmeet KohliDeepMindVerified email at google.com
Tom GoldsteinAssistant Professor of Computer Science, University of MarylandVerified email at cs.umd.edu
Simon SetzerSaarland UniversityVerified email at mia.uni-saarland.de
Richard BaraniukVictor E. Cameron Professor, Electrical & Computer Engineering, Rice UniversityVerified email at rice.edu
Rémi MunosDeepMindVerified email at inria.fr
Volodymyr MnihDeepMindVerified email at cs.toronto.edu
Emmanuel CandesThe Simons Chair in Mathematics and Statistics, Stanford UniversityVerified email at stanford.edu
koray kavukcuogluDeepMindVerified email at kavukcuoglu.org
Khaled B. LetaiefIEEE Communications Society President & New Bright Professor of EngineeringVerified email at ust.hk
Giorgos StathopoulosEcole Polytechnique Federale de LausanneVerified email at epfl.ch
Mark MuellerResearch Affiliate, MITVerified email at mit.edu
Sven GowalDeepMindVerified email at google.com
Aäron van den OordGoogle DeepMindVerified email at google.com
Yuanming ShiShanghaiTech UniversityVerified email at shanghaitech.edu.cn
Ian OsbandDeepMindVerified email at google.com
Krishnamurthy DvijothamResearch Scientist, DeepMindVerified email at cs.washington.edu
Relja Arandjelović / Реља Аранђелов...DeepMindVerified email at google.com

Brendan O'Donoghue

Stanford University, DeepMind

Verified email at alumni.stanford.edu - Homepage

Optimization Control Machine Learning Reinforcement Learning


Title	Cited by	Year
Fast alternating direction optimization methods T Goldstein, B O'Donoghue, S Setzer, R Baraniuk SIAM Journal on Imaging Sciences 7 (3), 1588-1623, 2014	476	2014
Adaptive restart for accelerated gradient schemes B O’Donoghue, E Candes Foundations of computational mathematics 15 (3), 715-732, 2015	398	2015
Clinically applicable deep learning for diagnosis and referral in retinal disease J De Fauw, JR Ledsam, B Romera-Paredes, S Nikolov, N Tomasev, ... Nature medicine 24 (9), 1342, 2018	230	2018
Conic optimization via operator splitting and homogeneous self-dual embedding B O’Donoghue, E Chu, N Parikh, S Boyd Journal of Optimization Theory and Applications 169 (3), 1042-1068, 2016	227*	2016
A splitting method for optimal control B O'Donoghue, G Stathopoulos, S Boyd IEEE Transactions on Control Systems Technology 21 (6), 2432-2442, 2013	114	2013
Combining policy gradient and Q-learning B O'Donoghue, R Munos, K Kavukcuoglu, V Mnih International Conference on Learning Representations, 2017	78*	2017
Adversarial risk and the dangers of evaluating against weak attacks J Uesato, B O'Donoghue, A Oord, P Kohli International Conference on Machine Learning, 2018	72	2018
Large-scale convex optimization for dense wireless cooperative networks Y Shi, J Zhang, B O'Donoghue, KB Letaief IEEE Transactions on signal processing 63 (18), 4729-4743, 2015	65	2015
Approximate dynamic programming via iterated Bellman inequalities Y Wang, B O'Donoghue, S Boyd International Journal of Robust and Nonlinear Control 25 (10), 1472-1496, 2015	64*	2015
Performance bounds and suboptimal policies for multi–period investment S Boyd, MT Mueller, B O’Donoghue, Y Wang Foundations and Trends® in Optimization 1 (1), 1-72, 2014	49	2014
SCS: Splitting conic solver B O’Donoghue, E Chu, N Parikh, S Boyd	48	2016
The Uncertainty Bellman Equation and Exploration B O'Donoghue, I Osband, R Munos, V Mnih International Conference on Machine Learning, 2018	35	2018
Training verified learners with learned verifiers K Dvijotham, S Gowal, R Stanforth, R Arandjelovic, B O'Donoghue, ... arXiv preprint arXiv:1805.10265, 2018	27	2018
Min-max approximate dynamic programming B O'Donoghue, Y Wang, S Boyd 2011 IEEE International Symposium on Computer-Aided Control System Design …, 2011	27	2011
A primal-dual operator splitting method for conic optimization E Chu, B O’Donoghue, N Parikh, S Boyd Stanford Internal Report, 2013	10	2013
Hamiltonian descent methods CJ Maddison, D Paulin, YW Teh, B O'Donoghue, A Doucet arXiv preprint arXiv:1809.05042, 2018	9	2018
A spread-return mean-reverting model for credit spread dynamics B O'Donoghue, M Peacock, J Lee, L Capriotti International Journal of Theoretical and Applied Finance 17 (03), 1450017, 2014	8	2014
Iterated approximate value functions B O'Donoghue, Y Wang, S Boyd 2013 European Control Conference (ECC), 3882-3888, 2013	8	2013
Globally convergent type-I Anderson acceleration for non-smooth fixed-point iterations J Zhang, B O'Donoghue, S Boyd arXiv preprint arXiv:1808.03971, 2018	6	2018
Verification of non-linear specifications for neural networks C Qin, B O'Donoghue, R Bunel, R Stanforth, S Gowal, J Uesato, ... arXiv preprint arXiv:1902.09592, 2019	5	2019

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