Publications

960 results for Trustworthy AI

Empirical and Theoretical Relationships Among Pillars of Trustworthy Machine Learning
- - Kush R. Varshney
  - Moninder Singh
- 2020
- INFORMS 2020
Talk
Human Cognitive Biases in Interpreting Machine Learning
- - Charvi Rastogi
  - Yunfeng Zhang
  - et al.
- 2020
- INFORMS 2020
Talk
Explainable hyper-local demand sensing for fashion retail
- - Vijay Ekambaram
  - Surya Shravan Kumar Sajja
  - et al.
- 2020
- INFORMS 2020
Talk
Explainable AI based interventions for pre-season decision making in fashion retail
- - Surya Shravan Kumar Sajja
  - Nupur Aggarwal
  - et al.
- 2020
- INFORMS 2020
Talk
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
Paper
Characterization of Overlap in Observational Studies
- - Michael Oberst
  - Fredrik D. Johansson
  - et al.
- 2020
- AISTATS 2020
Conference paper
Optimized Score Transformation for Fair Classification
- - Dennis Wei
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2020
- AISTATS 2020
Conference paper
Identifying Audio Adversarial Examples via Anomalous Pattern Detection
- - Victor Akinwande
  - Celia Cintas
  - et al.
- 2020
- KDD 2020
Workshop paper
Verifying individual fairness in machine learning models
- - Philips George John
  - Deepak Vijaykeerthy
  - et al.
- 2020
- UAI 2020
Conference paper
Min-max optimization without gradients: Convergence and applications to black-box evasion and poisoning attacks
- - Sijia Liu
  - Songtao Lu
  - et al.
- 2020
- ICML 2020
Conference paper