Publications

1650 results for Machine Learning

Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks
- - Rong Zhu
  - Mattia Rigotti
- 2021
- NeurIPS 2021
Conference paper
OpenMatch: Open-Set Semi-supervised Learning with Open-set Consistency Regularization
- - Kuniaki Saito
  - Donghyun Kim
  - et al.
- 2021
- NeurIPS 2021
Conference paper
Learning with Algorithmic Supervision via Continuous Relaxations
- - Felix Petersen
  - Christian Borgelt
  - et al.
- 2021
- NeurIPS 2021
Conference paper
Understanding Interlocking Dynamics of Cooperative Rationalization
- - Mo Yu
  - Yang Zhang
  - et al.
- 2021
- NeurIPS 2021
Conference paper
Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators
- - Zaiwei Chen
  - Siva Theja Maguluri
  - et al.
- 2021
- NeurIPS 2021
Conference paper
Does enforcing fairness mitigate biases caused by subpopulation shift?
- - Subha Maity
  - Debarghya Mukherjee
  - et al.
- 2021
- NeurIPS 2021
Conference paper
Adaptive Proximal Gradient Methods for Structured Neural Networks
- - Jihun Yun
  - Aurelie Lozano
  - et al.
- 2021
- NeurIPS 2021
Conference paper
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning
- - Mattia Atzeni
  - Jasmina Bogojeska
  - et al.
- 2021
- NeurIPS 2021
Conference paper
Cardinality-Regularized Hawkes-Granger Model
- - Ide-San Ide
  - Georgios Kollias
  - et al.
- 2021
- NeurIPS 2021
Conference paper
Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Sparse Neural Networks
- - Shuai Zhang
  - Meng Weng
  - et al.
- 2021
- NeurIPS 2021
Conference paper