Publications by Zico Kolter

Conference

Orthogonalizing Convolutional Layers with the Cayley Transform

2021 • Iclr 2021 9th International Conference on Learning Representations
Trockman A, Kolter JZ

Conference

PROVABLY ROBUST CLASSIFICATION OF ADVERSARIAL EXAMPLES WITH DETECTION

2021 • Iclr 2021 9th International Conference on Learning Representations
Sheikholeslami F, Rezaabad AL, Kolter JZ

Conference

Provably Safe PAC-MDP Exploration Using Analogies

2021 • Proceedings of Machine Learning Research • 130:1216-1224
Roderick M, Nagarajan V, Kolter JZ

Journal Article

Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds

2021 • Advances in Neural Information Processing Systems • 27:22745-22757
Huang Y, Zhang H, Shi Y, Kolter JZ, Anandkumar A

Conference

AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning

2020 • Proceedings of Machine Learning Research • 108:4130-4140
Fathony R, Kolter JZ

Journal Article

Certified robustness to label-flipping attacks via randomized smoothing

2020 • 37th International Conference on Machine Learning Icml 2020 • PartF168147-11:8200-8211
Rosenfeld E, Winston E, Ravikumar P, Kolter JZ

Journal Article

Community detection using fast low-cardinality semidefinite programming

2020 • Advances in Neural Information Processing Systems • 2020-December:
Wang PW, Kolter JZ