Publications by Zico Kolter

Preprint

Assessing Generalization of SGD via Disagreement

2022
Jiang Y, Nagarajan V, Baek C, Kolter JZ

Conference

CERTIFIED ROBUSTNESS FOR DEEP EQUILIBRIUM MODELS VIA INTERVAL BOUND PROPAGATION

2022 • Iclr 2022 10th International Conference on Learning Representations
Wei C, Kolter JZ

Preprint

Characterizing Datapoints via Second-Split Forgetting

2022
Maini P, Garg S, Lipton ZC, Kolter JZ

Conference

Characterizing Datapoints via Second-Split Forgetting

2022 • Advances in Neural Information Processing Systems
Maini P, Garg S, Lipton ZC, Kolter JZ

Conference

Communicating via Markov Decision Processes

2022 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162
Sokota S, de Witt CS, Igl M, Zintgraf L, Torr P, Strohmeier M, Kolter JZ, Whiteson S, Foerster J

Preprint

Communicating via Markov Decision Processes

2022
Sokota S, de Witt CS, Igl M, Zintgraf L, Torr P, Strohmeier M, Kolter JZ, Whiteson S, Foerster J

Conference

Deep Equilibrium Approaches to Diffusion Models

2022 • Advances in Neural Information Processing Systems
Pokle A, Geng Z, Kolter Z

Conference

Deep Equilibrium Optical Flow Estimation

2022 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 610-620
Bai S, Geng Z, Savani Y, Kolter JZ

Preprint

Deep Equilibrium Optical Flow Estimation

2022
Bai S, Geng Z, Savani Y, Kolter JZ

Preprint

DeepSplit: Scalable Verification of Deep Neural Networks via Operator Splitting

2022
Chen S, Wong E, Kolter JZ, Fazlyab M

Journal Article

DeepSplit: Scalable Verification of Deep Neural Networks via Operator Splitting

2022 • IEEE Open Journal of Control Systems • 1:126-140
Chen S, Wong E, Kolter JZ, Fazlyab M

Conference

Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation

2022 • Advances in Neural Information Processing Systems
Shi Z, Wang Y, Zhang H, Kolter Z, Hsieh C-J

Journal Article

Employing adversarial robustness techniques for large-scale stochastic optimal power flow

2022 • Electric Power Systems Research • 212:
Agarwal A, Donti PL, Kolter JZ, Pileggi L

Conference

General Cutting Planes for Bound-Propagation-Based Neural Network Verification

2022 • Advances in Neural Information Processing Systems
Zhang H, Wang S, Xu K, Li L, Li B, Jana S, Hsieh C-J, Kolter JZ

Preprint

General Cutting Planes for Bound-Propagation-Based Neural Network Verification

2022
Zhang H, Wang S, Xu K, Li L, Li B, Jana S, Hsieh C-J, Kolter JZ

Preprint

Gradient Descent on Neural Networks Typically Occurs at the Edge of Stability

2022
Cohen JM, Kaur S, Li Y, Kolter JZ, Talwalkar A

Conference

Learning Options via Compression

2022 • Advances in Neural Information Processing Systems
Jiang Y, Liu EZ, Eysenbach B, Kolter JZ, Finn C

Preprint

Orbital Mixer: Using Atomic Orbital Features for Basis Dependent Prediction of Molecular Wavefunctions

2022
Shmilovich K, Willmott D, Batalov I, Kornbluth M, Mailoa J, Kolter JZ

Journal Article

Orbital Mixer: Using Atomic Orbital Features for Basis-Dependent Prediction of Molecular Wavefunctions

2022 • Journal of Chemical Theory and Computation • 18(10):6021-6030
Shmilovich K, Willmott D, Batalov I, Kornbluth M, Mailoa J, Kolter JZ

Preprint

Patches Are All You Need?

2022
Trockman A, Kolter JZ

Conference

Path Independent Equilibrium Models Can Better Exploit Test-Time Computation

2022 • Advances in Neural Information Processing Systems
Anil C, Pokle A, Liang K, Treutlein J, Wu Y, Bai S, Kolter Z, Grosse R

Preprint

Simple initialization and parametrization of sinusoidal networks via their kernel bandwidth

2022
Belbute-Peres FDA, Kolter JZ

Preprint

Smooth-Reduce: Leveraging Patches for Improved Certified Robustness

2022
Joshi A, Pham M, Cho M, Boytsov L, Condessa F, Kolter JZ, Hegde C

Conference

Test-Time Adaptation via Conjugate Pseudo-labels

2022 • Advances in Neural Information Processing Systems
Goyal S, Sun M, Raghunathan A, Kolter Z

Conference

The Pitfalls of Regularization in Off-Policy TD Learning

2022 • Advances in Neural Information Processing Systems
Manek G, Kolter JZ

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