Publications

86 results for Prasanna Sattigeri

A Maximal Correlation Framework for Fair Machine Learning
- - Joshua Lee
  - Yuheng Bu
  - et al.
- 2022
- Entropy
Uncertainty Quantification 360: A Hands-on Tutorial
- - Soumya Ghosh
  - Q. Vera Liao
  - et al.
- 2022
- CODS-COMAD 2022
Scalable Intervention Target Estimation in Linear Models
- - Burak Varici
  - Karthikeyan Shanmugam
  - et al.
- 2021
- NeurIPS 2021
Interventional fairness with indirect knowledge of unobserved protected attributes
- - Sainyam Galhotra
  - Karthikeyan Shanmugam
  - et al.
- 2021
- Entropy
One Explanation Does Not Fit All: A Toolkit And Taxonomy Of AI Explainability Techniques
- - Vijay Arya
  - Rachel K. Bellamy
  - et al.
- 2021
- INFORMS 2021
Detector-Free Weakly Supervised Grounding by Separation
- - Assaf Arbelle
  - Sivan Doveh
  - et al.
- 2021
- ICCV 2021
Leveraging Latent Features for Local Explanations
- - Ronny Luss
  - Pin-Yu Chen
  - et al.
- 2021
- KDD 2021
Conditionally Independent Data Generation
- - Kartik Ahuja
  - Prasanna Sattigeri
  - et al.
- 2021
- UAI 2021
Fair Selective Classification via Sufficiency
- - Joshua Lee
  - Yuheng Bu
  - et al.
- 2021
- ICML 2021
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
- - Umang Bhatt
  - Javier Antorán
  - et al.
- 2021
- AIES 2021