Publications

97 results at NeurIPS 2022

Conditional Moment Alignment for Improved Generalization in Federated Learning
- - Jayanth Regatti
  - Songtao Lu
  - et al.
- 2022
- NeurIPS 2022
Robustness to Unbounded Smoothness of Generalized SignSGD
- - Michael Crawshaw
  - Mingrui Liu
  - et al.
- 2022
- NeurIPS 2022
Procedural Image Programs for Representation Learning
- - Manel Baradad
  - Chun Fu Chen
  - et al.
- 2022
- NeurIPS 2022
Hedging as Reward Augmentation in Probabilistic Graphical Models
- - Debarun Bhattacharjya
  - Radu Marinescu
- 2022
- NeurIPS 2022
Redeeming Intrinsic Rewards via Constrained Optimization
- - Eric Chen
  - Zhang-Wei Hong
  - et al.
- 2022
- NeurIPS 2022
Distributionally Adaptive Meta Reinforcement Learning
- - Anurag Ajay
  - Abhishek Gupta
  - et al.
- 2022
- NeurIPS 2022
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation
- - Weichao Mao
  - Haoran Qiu
  - et al.
- 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
Deep Differentiable Logic Gate Networks
- - Felix Petersen
  - Christian Borgelt
  - et al.
- 2022
- NeurIPS 2022
FETA: Towards Specializing Foundational Models for Expert Task Applications
- - Amit Alfassy
  - Assaf Arbelle
  - et al.
- 2022
- NeurIPS 2022