Publications

34 results at ICML 2022

A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization
- - Songtao Lu
- 2022
- ICML 2022
IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data
- - Tian Gao
  - Debarun Bhattacharjya
  - et al.
- 2022
- ICML 2022
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework
- - Ching-Yun Ko
  - Jeet Mohapatra
  - et al.
- 2022
- ICML 2022
Revisiting and Advancing Fast Adversarial Training Through the Lens of Bi-Level Optimization
- - Yihua Zhang
  - Guanhua Zhang
  - et al.
- 2022
- ICML 2022
Order Constraints in Optimal Transport
- - Fabian Lim
  - Laura Wynter
  - et al.
- 2022
- ICML 2022
Towards Scaling Difference Target Propagation by Learning Backprop Targets
- - Maxence Ernoult
  - Fabrice Normandin
  - et al.
- 2022
- ICML 2022
Quantum-Inspired Algorithms from Randomized Numerical Linear Algebra
- - Nadiia Chepurko
  - Kenneth L. Clarkson
  - et al.
- 2022
- ICML 2022
Optimal and Efficient Dynamic Regret Algorithms for Non-Stationary Dueling Bandits
- - Aadirupa Saha
  - Shubham Gupta
- 2022
- ICML 2022
Linearity Grafting: How Neuron Pruning Helps Certifiable Robustness
- - Tianlong Chen
  - Huan Zhang
  - et al.
- 2022
- ICML 2022
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training
- - Tianlong Chen
  - Zhenyu Zhang
  - et al.
- 2022
- ICML 2022