Uncertainty Quantification 360: A Hands-on Tutorial
- Soumya Ghosh
- Q. Vera Liao
- et al.
- 2022
- CODS-COMAD 2022
Publications
85 results for Prasanna Sattigeri
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
- 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
AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition
- Yue Meng
- Rameswar Panda
- et al.
- 2021
- ICLR 2021