Preservation of anomalous subgroups on variational autoencoder transformed data
- Samuel C. Maina
- Reginald Bryant
- et al.
- 2020
- ICASSP 2020
Publications
138 results for Kush R. Varshney
DADI: Dynamic Discovery of Fair Information with Adversarial Reinforcement Learning
- Michiel A. Bakker
- Duy Patrick Tu
- et al.
- 2020
- ICLR 2020
Experiences with improving the transparency of AI models and services
- Michael Hind
- Stephanie Houde
- et al.
- 2020
- CHI EA 2020
On Mismatched Detection and Safe, Trustworthy Machine Learning
- Kush R. Varshney
- 2020
- CISS 2020
A natural language processing system for extracting evidence of drug repurposing from scientific publications
- Shivashankar Subramanian
- Ioana Baldini
- et al.
- 2020
- IAAI 2020
Event-driven continuous time bayesian networks
- Debarun Bhattacharjya
- Karthikeyan Shanmugam
- et al.
- 2020
- AAAI 2020
Joint optimization of AI fairness and utility: A human-centered approach
- Yunfeng Zhang
- Rachel Bellamy
- et al.
- 2020
- AIES 2020
Fair enough: Improving fairness in budget-constrained decision making using confidence thresholds
- Michiel A. Bakker
- Humberto Riverón Valdés
- et al.
- 2020
- SafeAI 2020
Data augmentation for discrimination prevention and bias disambiguation
- Shubham Sharma
- Yunfeng Zhang
- et al.
- 2020
- AIES 2020
Interpretable subgroup discovery in treatment effect estimation with application to opioid prescribing guidelines
- Chirag Nagpal
- Dennis Wei
- et al.
- 2020
- CHIL 2020