Is there a trade-off between fairness and accuracy? A perspective using mismatched hypothesis testing
- Sanghamitra Dutta
- Dennis Wei
- et al.
- 2020
- ICML 2020
Publications
PoWER-BERT: Accelerating BERT inference via progressive word-vector elimination
- 2020
- ICML 2020
Min-max optimization without gradients: Convergence and applications to black-box evasion and poisoning attacks
- Sijia Liu
- Songtao Lu
- et al.
- 2020
- ICML 2020
Enhancing simple models by exploiting what they already know
- Amit Dhurandhar
- Karthikeyan Shanmugam
- et al.
- 2020
- ICML 2020
Curvature-Corrected learning dynamics in deep neural networks
- Dongsung Huh
- 2020
- ICML 2020
Bio-inspired hashing for unsupervised similarity search
- Chaitanya K. Ryali
- John J. Hopfield
- et al.
- 2020
- ICML 2020
New oracle-efficient algorithms for private synthetic data release
- Giuseppe Vietri
- Grace Tian
- et al.
- 2020
- ICML 2020
Learning to rank learning curves
- Martin Wistuba
- Tejaswini Pedapati
- 2020
- ICML 2020
Transfer learning without knowing: Reprogramming black-box machine learning models with scarce data and limited resources
- Yun Yun Tsai
- Pin-Yu Chen
- et al.
- 2020
- ICML 2020
Invariant rationalization
- Shiyu Chang
- Yang Zhang
- et al.
- 2020
- ICML 2020