Publications

963 results for Trustworthy AI

Improving the Performance and Explainability of Mammogram Classifiers with Local Annotations
- - Lior Ness
  - Ella Barkan
  - et al.
- 2020
- MICCAI 2020
Workshop paper
Explainability of Intelligent Transportation Systems using Knowledge Compilation: A Traffic Light Controller Case
- - Salomón Wollenstein-Betech
  - Christian Muise
  - et al.
- 2020
- ITSC 2020
Conference paper
Directly Interpretable AI Models With User Constraints
- - Rahul Nair
  - Elizabeth Daly
  - et al.
- 2020
- INFORMS 2020
Conference paper
Explainable AI based interventions for pre-season decision making in fashion retail
- - Surya Shravan Kumar Sajja
  - Nupur Aggarwal
  - et al.
- 2020
- INFORMS 2020
Talk
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
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
Optimized Score Transformation for Fair Classification
- - Dennis Wei
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2020
- AISTATS 2020
Conference paper
Characterization of Overlap in Observational Studies
- - Michael Oberst
  - Fredrik D. Johansson
  - et al.
- 2020
- AISTATS 2020
Conference paper