Publications

1580 results for Machine Learning

Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning
- - Momin Abbas
  - Quan Xiao
  - et al.
- 2022
- ICML 2022
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data
- - Timothy Castiglia
  - Anirban Das
  - et al.
- 2022
- ICML 2022
Nesterov Accelerated Shuffling Gradient Method for Convex Optimization
- - Trang H. Tran
  - Katya Scheinberg
  - et al.
- 2022
- ICML 2022
IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data
- - Tian Gao
  - Debarun Bhattacharjya
  - et al.
- 2022
- ICML 2022
Cycle Representation Learning for Inductive Relation Prediction
- - Zuoyu Yan
  - Tengfei Ma
  - et al.
- 2022
- ICML 2022
Order Constraints in Optimal Transport
- - Fabian Lim
  - Laura Wynter
  - 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
Beyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity
- - Jingzhao Zhang
  - Hongzhou Lin
  - et al.
- 2022
- ICML 2022
Prompting Decision Transformer for Few-Shot Policy Generalization
- - Mengdi Xu
  - Yikang Shen
  - et al.
- 2022
- ICML 2022
Challenges and Pitfalls of Bayesian Unlearning
- - Ambrish Rawat
  - James Requeima
  - et al.
- 2022
- ICML 2022