Publications

Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice
- - Shufan Wang
  - Jian Li
  - et al.
- 2020
- NeurIPS 2020
AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning
- - Ximeng Sun
  - Rameswar Panda
  - et al.
- 2020
- NeurIPS 2020
Universal Domain Adaptation through Self Supervision
- - Kuniaki Saito
  - Donghyun Kim
  - et al.
- 2020
- NeurIPS 2020
The Lottery Ticket Hypothesis for Pre-trained BERT Networks
- - Tianlong Chen
  - Jonathan Frankle
  - et al.
- 2020
- NeurIPS 2020
Revisiting the Sample Complexity of Sparse Spectrum Approximation of Gaussian Processes
- - Minh Hoang
  - Trong Nghia Hoang
  - et al.
- 2020
- NeurIPS 2020
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations
- - Joel Dapello
  - Tiago Marques
  - et al.
- 2020
- NeurIPS 2020
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees
- - Haoran Zhu
  - Pavankumar Murali
  - et al.
- 2020
- NeurIPS 2020
Training Stronger Baselines for Learning to Optimize
- - Tianlong Chen
  - Weiyi Zhang
  - et al.
- 2020
- NeurIPS 2020
Heavy-tailed Representations, Text Polarity Classification & Data Augmentation
- - Hamid Jalalzai
  - Pierre Colombo
  - et al.
- 2020
- NeurIPS 2020
Finding the Homology of Decision Boundaries with Active Learning
- - Weizhi Li
  - Gautam Dasarathy
  - et al.
- 2020
- NeurIPS 2020