Publications by Zico Kolter

Preprint

Wasserstein Adversarial Examples via Projected Sinkhorn Iterations

2019
Wong E, Schmidt FR, Kolter JZ

Preprint

A Continuous-Time View of Early Stopping for Least Squares

2018
Ali A, Kolter JZ, Tibshirani RJ

Preprint

An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

2018
Bai S, Kolter JZ, Koltun V

Conference

Convolutional sequence modeling revisited

2018 • 6th International Conference on Learning Representations Iclr 2018 Workshop Track Proceedings
Bai S, Kolter JZ, Koltun V

Conference

Convolutional sequence modeling revisited

2018 • 6th International Conference on Learning Representations, ICLR 2018 - Workshop Track Proceedings
Bai S, Kolter JZ, Koltun V

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

Preprint

Low-rank semidefinite programming for the MAX2SAT problem

2018
Wang P-W, 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

Scaling provable adversarial defenses

2018
Wong E, Schmidt FR, Metzen JH, Kolter JZ

Preprint

Trellis Networks for Sequence Modeling

2018
Bai S, Kolter JZ, Koltun V

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

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

Preprint

A Semismooth Newton Method for Fast, Generic Convex Programming

2017
Ali A, Wong E, Kolter JZ

Preprint

Gradient descent GAN optimization is locally stable

2017
Nagarajan V, 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

Preprint

OptNet: Differentiable Optimization as a Layer in Neural Networks

2017
Amos B, 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