Publications

85 results for Prasanna Sattigeri

Physics-Constrained Deep Learning for Climate Downscaling
- - Paula Harder
  - Qidong Yang
  - et al.
- 2022
- NeurIPS 2022
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
- - Paula Harder
  - Qidong Yang
  - et al.
- 2022
- NeurIPS 2022
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
- - Paula Harder
  - Qidong Yang
  - et al.
- 2022
- AAAI-FS 2022
Intervention Target Estimation in the Presence of Latent Variables
- - Burak Varıcı
  - Karthikeyan Shanmugam
  - et al.
- 2022
- UAI 2022
Assessment of Prediction Intervals Using Uncertainty Characteristics Curves
- - Jiri Navratil
  - Benjamin Elder
  - et al.
- 2022
- ICML 2022
Selective Regression Under Fairness Criteria
- - Abhin Shah
  - Yuheng Bu
  - et al.
- 2022
- ICML 2022
AI Explainability 360: Impact and Design
- - Vijay Arya
  - Rachel K. E. Bellamy
  - et al.
- 2022
- IAAI 2022
Causal Feature Selection for Algorithmic Fairness
- - Sainyam Galhotra
  - Karthikeyan Shanmugam
  - et al.
- 2022
- SIGMOD/PODS 2022
A Maximal Correlation Approach to Imposing Fairness in Machine Learning
- - Joshua Lee
  - Yuheng Bu
  - et al.
- 2022
- ICASSP 2022
A Maximal Correlation Framework for Fair Machine Learning
- - Joshua Lee
  - Yuheng Bu
  - et al.
- 2022
- Entropy