Publications

97 results at NeurIPS 2022

A Mean-Field Game Approach to Cloud Resource Management with Function Approximation
- - Weichao Mao
  - Haoran Qiu
  - et al.
- 2022
- NeurIPS 2022
Deep Compression of Pre-trained Transformer Models
- - Naigang Wang
  - Chi-Chun Liu
  - et al.
- 2022
- NeurIPS 2022
Advancing Model Pruning via Bi-level Optimization
- - Yihua Zhang
  - Yuguang Yao
  - et al.
- 2022
- NeurIPS 2022
GREED: A Neural Framework for Learning Graph Distance Functions
- - Rishabh Ranjan
  - Siddharth Grover
  - 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
Influencing Long-Term Behavior in Multiagent Reinforcement Learning
- - Dong Ki Kim
  - Matthew Riemer
  - et al.
- 2022
- NeurIPS 2022
Redeeming Intrinsic Rewards via Constrained Optimization
- - Eric Chen
  - Zhang-Wei Hong
  - et al.
- 2022
- NeurIPS 2022
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
- - Dennis Wei
  - Rahul Nair
  - et al.
- 2022
- NeurIPS 2022
Distributional Reinforcement Learning for Risk-Sensitive Policies
- - Shiau Hong Lim
  - Ilyas Malik
- 2022
- NeurIPS 2022
Robustness to Unbounded Smoothness of Generalized SignSGD
- - Michael Crawshaw
  - Mingrui Liu
  - et al.
- 2022
- NeurIPS 2022