Publications

1450 results for Machine Learning

Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks
- - Rong Zhu
  - Mattia Rigotti
- 2021
- NeurIPS 2021
Measuring Generalization with Optimal Transport
- - Ching-Yao Chuang
  - Youssef Mroueh
  - et al.
- 2021
- NeurIPS 2021
Efficient Generalization with Distributionally Robust Learning
- - Soumyadip Ghosh
  - Mark Squillante
  - et al.
- 2021
- NeurIPS 2021
OpenMatch: Open-Set Semi-supervised Learning with Open-set Consistency Regularization
- - Kuniaki Saito
  - Donghyun Kim
  - et al.
- 2021
- NeurIPS 2021
Predicting Deep Neural Network Generalization with Perturbation Response Curves
- - Yair Schiff
  - Brian Quanz
  - et al.
- 2021
- NeurIPS 2021
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning
- - Mattia Atzeni
  - Jasmina Bogojeska
  - et al.
- 2021
- NeurIPS 2021
Taming Communication and Sample Complexities in Decentralized Policy Evaluation for Cooperative Multi-Agent Reinforcement Learning
- - Xin Zhang
  - Zhuqing Liu
  - et al.
- 2021
- NeurIPS 2021
Sequence-to-Sequence Learning with Latent Neural Grammars
- - Yoon Kim
- 2021
- NeurIPS 2021
Separation results between fixed-kernel and feature-learning probability metrics
- - Carles Domingo-Enrich
  - Youssef Mroueh
- 2021
- NeurIPS 2021
Adaptive Proximal Gradient Methods for Structured Neural Networks
- - Jihun Yun
  - Aurelie Lozano
  - et al.
- 2021
- NeurIPS 2021