Publications

1505 results for Machine Learning

Order Constraints in Optimal Transport
- - Fabian Lim
  - Laura Wynter
  - et al.
- 2022
- ICML 2022
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning
- - Momin Abbas
  - Quan Xiao
  - 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
Beyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity
- - Jingzhao Zhang
  - Hongzhou Lin
  - et al.
- 2022
- ICML 2022
Towards Understanding Convergence of Simultaneous Gradient Descent-Ascent in Minimax Optimization
- - Haochuan Li
  - Farzan Farnia
  - et al.
- 2022
- ICML 2022
Prompting Decision Transformer for Few-Shot Policy Generalization
- - Mengdi Xu
  - Yikang Shen
  - et al.
- 2022
- ICML 2022
Federated Unlearning: How to Efficiently Erase a Client in FL?
- - Anisa Halimi
  - Swanand Ravindra Kadhe
  - et al.
- 2022
- ICML 2022
Challenges and Pitfalls of Bayesian Unlearning
- - Ambrish Rawat
  - James Requeima
  - et al.
- 2022
- ICML 2022
PGT: a prompt based generative transformer for the patent domain
- - Dimitrios Christofidellis
  - Antonio Berrios Torres
  - et al.
- 2022
- ICML 2022
Protein Representation Learning by Geometric Structure Pretraining
- - Zuobai Zhang
  - Minghao Xu
  - et al.
- 2022
- ICML 2022