Ian Connick Covert

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Unsupervised Learning

Estimation Accuracy

Feature Selection

Conditional Mutual Information

Top Venues

Publications

Soham Gadgil, Ian Connick Covert, Su-In Lee
Estimating Conditional Mutual Information for Dynamic Feature Selection. ICLR (2024)
Ian Connick Covert, Wei Qiu, Mingyu Lu, Nayoon Kim, Nathan J. White, Su-In Lee
Learning to Maximize Mutual Information for Dynamic Feature Selection. ICML (2023)
Ian Connick Covert, Chanwoo Kim, Su-In Lee
Learning to Estimate Shapley Values with Vision Transformers. ICLR (2023)
Neil Jethani, Mukund Sudarshan, Ian Connick Covert, Su-In Lee, Rajesh Ranganath
FastSHAP: Real-Time Shapley Value Estimation. ICLR (2022)