Covert, Ian Connick

7 publications

ICLR 2025 Locality Alignment Improves Vision-Language Models Ian Connick Covert, Tony Sun, James Zou, Tatsunori Hashimoto

ICLR 2024 Estimating Conditional Mutual Information for Dynamic Feature Selection Soham Gadgil, Ian Connick Covert, Su-In Lee

ICML 2024 Scaling Laws for the Value of Individual Data Points in Machine Learning Ian Connick Covert, Wenlong Ji, Tatsunori Hashimoto, James Zou

ICLR 2023 Learning to Estimate Shapley Values with Vision Transformers Ian Connick Covert, Chanwoo Kim, Su-In Lee

ICML 2023 Learning to Maximize Mutual Information for Dynamic Feature Selection Ian Connick Covert, Wei Qiu, Mingyu Lu, Na Yoon Kim, Nathan J White, Su-In Lee

ICLR 2022 FastSHAP: Real-Time Shapley Value Estimation Neil Jethani, Mukund Sudarshan, Ian Connick Covert, Su-In Lee, Rajesh Ranganath

ICMLW 2021 Disrupting Model Training with Adversarial Shortcuts Ivan Evtimov, Ian Connick Covert, Aditya Kusupati, Tadayoshi Kohno