Publications

1798 results in 2022

AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning
- - Krishnateja Killamsetty
  - Guttu Sai Abhishek
  - et al.
- 2022
- NeurIPS 2022
Continual Learning In Environments With Polynomial Mixing Times
- - Matthew Riemer
  - Sharath Chandra Raparthy
  - 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
FETA: Towards Specializing Foundational Models for Expert Task Applications
- - Amit Alfassy
  - Assaf Arbelle
  - et al.
- 2022
- NeurIPS 2022
GREED: A Neural Framework for Learning Graph Distance Functions
- - Rishabh Ranjan
  - Siddharth Grover
  - et al.
- 2022
- NeurIPS 2022
Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis
- - Yu-Hsuan Li
  - Tzu-Yin Chao
  - et al.
- 2022
- NeurIPS 2022
Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description
- - Ruixuan Yan
  - Tengfei Ma
  - et al.
- 2022
- ICDM 2022
Understanding Benign Overfitting in Gradient-based Meta Learning
- - Lisha Chen
  - Songtao Lu
  - et al.
- 2022
- NeurIPS 2022
Distributional Reinforcement Learning for Risk-Sensitive Policies
- - Shiau Hong Lim
  - Ilyas Malik
- 2022
- NeurIPS 2022
Bringing Image Structure to Video via Frame-Clip Consistency of Object Tokens
- - Elad Ben-Avraham
  - Roei Herzig
  - et al.
- 2022
- NeurIPS 2022