Publications

818 results for Trustworthy AI

Explainable AI based interventions for pre-season decision making in fashion retail
- - Surya Shravan Kumar Sajja
  - Nupur Aggarwal
  - et al.
- 2020
- INFORMS 2020
Human Cognitive Biases in Interpreting Machine Learning
- - Charvi Rastogi
  - Yunfeng Zhang
  - et al.
- 2020
- INFORMS 2020
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications
- - Sijia Liu
  - Pin-Yu Chen
  - et al.
- 2020
- IEEE SPM
Optimized Score Transformation for Fair Classification
- - Dennis Wei
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2020
- AISTATS 2020
Characterization of Overlap in Observational Studies
- - Michael Oberst
  - Fredrik D. Johansson
  - et al.
- 2020
- AISTATS 2020
Identifying Audio Adversarial Examples via Anomalous Pattern Detection
- - Victor Akinwande
  - Celia Cintas
  - et al.
- 2020
- KDD 2020
Verifying individual fairness in machine learning models
- - Philips George John
  - Deepak Vijaykeerthy
  - et al.
- 2020
- UAI 2020
Proper network interpretability helps adversarial robustness in classification
- - Akhilan Boopathy
  - Sijia Liu
  - et al.
- 2020
- ICML 2020
Is there a trade-off between fairness and accuracy? A perspective using mismatched hypothesis testing
- - Sanghamitra Dutta
  - Dennis Wei
  - et al.
- 2020
- ICML 2020
Two simple ways to learn individual fairness metrics from data
- - Debarghya Mukherjee
  - Mikhail Yurochkin
  - et al.
- 2020
- ICML 2020