Publications

1450 results for Machine Learning

CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks
- - Ruchir Puri
  - David Kung
  - et al.
- 2021
- NeurIPS 2021
CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions
- - Isha Puri
  - Amit Dhurandhar
  - et al.
- 2021
- NeurIPS 2021
Does enforcing fairness mitigate biases caused by subpopulation shift?
- - Subha Maity
  - Debarghya Mukherjee
  - et al.
- 2021
- NeurIPS 2021
Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination
- - Arpan Mukherjee
  - Ali Tajer
  - et al.
- 2021
- NeurIPS 2021
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge
- - Geng Yuan
  - Xialong Ma
  - et al.
- 2021
- NeurIPS 2021
Understanding Interlocking Dynamics of Cooperative Rationalization
- - Mo Yu
  - Yang Zhang
  - et al.
- 2021
- NeurIPS 2021
Memory-efficient Patch-based Inference for Tiny Deep Learning
- - Ji Lin
  - Wei-Ming Chen
  - et al.
- 2021
- NeurIPS 2021
Learning with Algorithmic Supervision via Continuous Relaxations
- - Felix Petersen
  - Christian Borgelt
  - et al.
- 2021
- NeurIPS 2021
Automated AI-driven screening of nanoporous materials for enhanced carbon dioxide adsorption
- - Breanndan O'Conchuir
  - Rodrigo Neumann Barros Ferreira
  - et al.
- 2021
- MRS Fall Meeting 2021
Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGD
- - Chen Fan
  - Parikshit Ram
  - et al.
- 2021
- NeurIPS 2021