Journal Article Demand Response of Ancillary Service From Industrial Loads Coordinated With Energy Storage 2018 • IEEE Transactions on Power Systems • 33(1):951-961 Zhang X, Hug G, Kolter JZ, Harjunkoski I
Preprint Differentiable MPC for End-to-end Planning and Control 2018 Amos B, Rodriguez IDJ, Sacks J, Boots B, Kolter JZ
Journal Article Energy balance of reduced order models for unsteady flows using sparse coding 2018 • Nonlinear Dynamics • 94(1):197-210 Deshmukh R, McNamara JJ, Kolter JZ
Journal Article Provable Defenses against Adversarial Examples via the Convex Outer Adversarial Polytope 2018 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 80 • 80: Wong E, Kolter JZ
Conference Realtime query completion via deep language models 2018 • CEUR Workshop Proceedings • 2319: Wang PW, Zhang H, Mohan V, Dhillon IS, Kolter JZ
Preprint What game are we playing? End-to-end learning in normal and extensive form games 2018 Ling CK, Fang F, Kolter JZ
Journal Article What Game AreWe Playing? End-to-end Learning in Normal and Extensive Form Games 2018 • PROCEEDINGS OF THE TWENTY-SEVENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE • 396-402 Ling CK, Fang F, Kolter JZ
Preprint A Semismooth Newton Method for Fast, Generic Convex Programming 2017 Ali A, Wong E, Kolter JZ
Conference A semismooth Newton method for fast, generic convex programming 2017 • 34th International Conference on Machine Learning, ICML 2017 • 1:95-117 Ali A, Wong E, Kolter JZ
Journal Article Gradient descent GAN optimization is locally stable 2017 • Advances in Neural Information Processing Systems • 30: Nagarajan V, Kolter JZ
Conference Input Convex Neural Networks 2017 • 34th International Conference on Machine Learning, ICML 2017 • 1:146-155 Amos B, Xu L, Kolter JZ
Conference Input convex neural networks: Supplementary material 2017 • 34th International Conference on Machine Learning, ICML 2017 • 1:192-206 Amos B, Xu L, Kolter JZ
Preprint Intelligent Pothole Detection and Road Condition Assessment 2017 Bhatt U, Mani S, Xi E, Kolter JZ
Journal Article OptNet: Differentiable Optimization as a Layer in Neural Networks 2017 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 70 • 70: Amos B, Kolter JZ
Conference Polynomial Optimization Methods for Matrix Factorization 2017 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 2710-2717 Wang P-W, Li C-L, Kolter JZ
Preprint Provable defenses against adversarial examples via the convex outer adversarial polytope 2017 Wong E, Kolter JZ
Preprint Task-based End-to-end Model Learning in Stochastic Optimization 2017 Donti PL, Amos B, Kolter JZ
Conference Task-based end-to-end model learning in stochastic optimization 2017 • Advances in Neural Information Processing Systems • 2017-December:5485-5495 Donti PL, Amos B, Kolter JZ
Preprint The Mixing method: low-rank coordinate descent for semidefinite programming with diagonal constraints 2017 Wang P-W, Chang W-C, Kolter JZ
Journal Article A multiple quantile regression approach to the wind, solar, and price tracks of GEFCom2014 2016 • International Journal of Forecasting • 32(3):1094-1102 Juban R, OhIsson H, Maasoumy M, Poirier L, Kolter JZ
