Publications

1580 results for Machine Learning

A Unified Analysis of Federated Learning with Arbitrary Client Participation
- - Shiqiang Wang
  - Mingyue Ji
- 2022
- NeurIPS 2022
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning
- - Krishnateja Killamsetty
  - Guttu Sai Abhishek
  - et al.
- 2022
- NeurIPS 2022
Influencing Long-Term Behavior in Multiagent Reinforcement Learning
- - Dong Ki Kim
  - Matthew Riemer
  - et al.
- 2022
- NeurIPS 2022
Continual Learning In Environments With Polynomial Mixing Times
- - Matthew Riemer
  - Sharath Chandra Raparthy
  - et al.
- 2022
- NeurIPS 2022
Advancing Model Pruning via Bi-level Optimization
- - Yihua Zhang
  - Yuguang Yao
  - et al.
- 2022
- NeurIPS 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations
- - Ximeng Sun
  - Ping Hu
  - et al.
- 2022
- NeurIPS 2022
GREED: A Neural Framework for Learning Graph Distance Functions
- - Rishabh Ranjan
  - Siddharth Grover
  - et al.
- 2022
- NeurIPS 2022
Domain Adaptation meets Individual Fairness. And they get along.
- - Debarghya Mukherjee
  - Felix Petersen
  - et al.
- 2022
- NeurIPS 2022
Procedural Image Programs for Representation Learning
- - Manel Baradad
  - Chun Fu Chen
  - et al.
- 2022
- NeurIPS 2022
Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss
- - Aleksandros Sobczyk
  - Mathieu Luisier
- 2022
- NeurIPS 2022