Publications

802 results for Trustworthy AI

Individually Fair Rankings
- - Amanda Bower
  - Hamid Eftekhari
  - et al.
- 2021
- ICLR 2021
SenSeI: Sensitive Set Invariance for Enforcing Individual Fairness
- - Mikhail Yurochkin
  - Yuekai Sun
- 2021
- ICLR 2021
Toward Non-Singular Robustness of Neural Networks
- - Yu-Lin Tsai
  - Chia-Yi Hsu
  - et al.
- 2021
- ICLR 2021
Simple Transparent Adversarial Examples
- - Jaydeep Borkar
  - Pin-Yu Chen
- 2021
- ICLR 2021
Engineering Fair Machine Learning Pipelines
- - Martin Hirzel
  - Kiran Kate
  - et al.
- 2021
- ICLR 2021
Causal Inference Q-Network: Toward Resilient Reinforcement Learning
- - Huck Yang
  - I-Te Hung
  - et al.
- 2021
- ICLR 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification
- - Huck Yang
  - Yun Yun Tsai
  - et al.
- 2021
- ICLR 2021
Formalizing Generalization and Robustness of Neural Networks to Weight Perturbations
- - Yu-Lin Tsai
  - Chia-Yi Hsu
  - et al.
- 2021
- ICLR 2021
Adversarial Data Augmentation Improves Unsupervised Machine Learning
- - Chia-Yi Hsu
  - Pin-Yu Chen
  - et al.
- 2021
- ICLR 2021
Fairly Estimating Socioeconomic Status Under Costly Feature Acquisition
- - Ritika Brahmadesam
  - Kush R. Varshney
- 2021
- ICLR 2021