Krishnamurthy Dvijotham

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Pushmeet KohliDeepMindVerified email at google.com
Sven GowalDeepMindVerified email at deepmind.com
Emo TodorovAffiliate Professor of Computer Science & Engineering, UWVerified email at cs.washington.edu
Timothy A MannMetaVerified email at fb.com
Rudy BunelDeepmindVerified email at google.com
Michael (Misha) ChertkovChair, Program in Applied Mathematics, University of ArizonaVerified email at math.arizona.edu
Jonathan UesatoDeepMindVerified email at google.com
Hung Nguyen D.Assistant Professor of Electrical and Electronic Engineering, Nanyang Technological UniversityVerified email at ntu.edu.sg
Steven H. LowGilloon Professor of Computing+Mathematical Sciences, Electrical Engineering, CaltechVerified email at caltech.edu
Relja Arandjelović / Реља Аранђелов...DeepMindVerified email at google.com
Maryam FazelProfessor of Electrical and Computer Engineering, University of WashingtonVerified email at uw.edu
Po-Sen HuangResearch Scientist, DeepMindVerified email at google.com
Scott BackhausNational Institute of Standards and TechnologyVerified email at nist.gov
Adam WiermanProfessor of Computing & Mathematical Sciences, CaltechVerified email at caltech.edu
Alhussein FawziResearch Scientist, Google DeepMindVerified email at google.com
Soham DeDeepMindVerified email at google.com
Daniel K. MolzahnAssistant Professor at the Georgia Institute of Technology. Computational Engineer at ArgonneVerified email at gatech.edu
Yujie TangSchool of Engineering and Applied Sciences, Harvard UniversityVerified email at seas.harvard.edu
Brendan O'DonoghueStanford University, DeepMindVerified email at alumni.stanford.edu
Todd HesterApplied Scientist, Amazon ScoutVerified email at amazon.com

Krishnamurthy Dvijotham

Research Scientist, Google Brain

Verified email at cs.washington.edu - Homepage

reinforcement learning deep learning stochastic control optimization power systems


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A Dual Approach to Scalable Verification of Deep Networks. K Dvijotham, R Stanforth, S Gowal, TA Mann, P Kohli UAI 1 (2), 3, 2018	314	2018
On the effectiveness of interval bound propagation for training verifiably robust models S Gowal, K Dvijotham, R Stanforth, R Bunel, C Qin, J Uesato, ... arXiv preprint arXiv:1810.12715, 2018	271	2018
Safe exploration in continuous action spaces G Dalal, K Dvijotham, M Vecerik, T Hester, C Paduraru, Y Tassa arXiv preprint arXiv:1801.08757, 2018	233	2018
Adversarial robustness through local linearization C Qin, J Martens, S Gowal, D Krishnan, K Dvijotham, A Fawzi, S De, ... Advances in Neural Information Processing Systems 32, 2019	173	2019
Real-time optimal power flow Y Tang, K Dvijotham, S Low IEEE Transactions on Smart Grid 8 (6), 2963-2973, 2017	168	2017
Inverse optimal control with linearly-solvable MDPs K Dvijotham, E Todorov ICML, 2010	167	2010
Training verified learners with learned verifiers K Dvijotham, S Gowal, R Stanforth, R Arandjelovic, B O'Donoghue, ... arXiv preprint arXiv:1805.10265, 2018	130	2018
Achieving verified robustness to symbol substitutions via interval bound propagation PS Huang, R Stanforth, J Welbl, C Dyer, D Yogatama, S Gowal, ... arXiv preprint arXiv:1909.01492, 2019	101	2019
Scalable verified training for provably robust image classification S Gowal, KD Dvijotham, R Stanforth, R Bunel, C Qin, J Uesato, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019	75	2019
Opportunities for price manipulation by aggregators in electricity markets NA Ruhi, K Dvijotham, N Chen, A Wierman IEEE Transactions on Smart Grid 9 (6), 5687-5698, 2017	53	2017
Error bounds on the DC power flow approximation: A convex relaxation approach K Dvijotham, DK Molzahn 2016 IEEE 55th Conference on Decision and Control (CDC), 2411-2418, 2016	52	2016
A uniﬁed theory of linearly solvable optimal control K Dvijotham, E Todorov Uncertainty in Artificial Intelligence, 2012	52*	2012
Rigorous agent evaluation: An adversarial approach to uncover catastrophic failures J Uesato, A Kumar, C Szepesvari, T Erez, A Ruderman, K Anderson, ... arXiv preprint arXiv:1812.01647, 2018	51	2018
Linearly solvable optimal control K Dvijotham, E Todorov Reinforcement learning and approximate dynamic programming for feedback …, 2012	43	2012
Storage sizing and placement through operational and uncertainty-aware simulations K Dvijotham, M Chertkov, S Backhaus 2014 47th Hawaii international conference on system sciences, 2408-2416, 2014	42	2014
A nullspace analysis of the nuclear norm heuristic for rank minimization K Dvijotham, M Fazel 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010	42	2010
Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming S Dathathri, K Dvijotham, A Kurakin, A Raghunathan, J Uesato, RR Bunel, ... Advances in Neural Information Processing Systems 33, 5318-5331, 2020	41	2020
Operations-based planning for placement and sizing of energy storage in a grid with a high penetration of renewables K Dvijotham, S Backhaus, M Chertkov arXiv preprint arXiv:1107.1382, 2011	39	2011
Constructing convex inner approximations of steady-state security regions HD Nguyen, K Dvijotham, K Turitsyn IEEE Transactions on Power Systems 34 (1), 257-267, 2018	38	2018
Convex restriction of power flow feasibility sets D Lee, HD Nguyen, K Dvijotham, K Turitsyn IEEE Transactions on Control of Network Systems 6 (3), 1235-1245, 2019	37	2019

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