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← Authors

Ian Connick Covert

6 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14)

Conferences

ICLR (4) ICML (2)

Top co-authors

Su-in Lee (4) Tatsunori Hashimoto (2) James Zou (2) Wenlong Ji (1) Mukund Sudarshan (1) Rajesh Ranganath (1) Nathan J White (1) Neil Jethani (1) Wei Qiu (1) MingYu Lu (1)

Keywords

mutual information (1) greedy policy (1) dynamic feature selection (1) feature subset (1) amortized optimization (1)

Papers

Locality Alignment Improves Vision-Language Models ICLR 2025 Estimating Conditional Mutual Information for Dynamic Feature Selection ICLR 2024 Scaling Laws for the Value of Individual Data Points in Machine Learning ICML 2024 Learning to Estimate Shapley Values with Vision Transformers ICLR 2023 Learning to Maximize Mutual Information for Dynamic Feature Selection ICML 2023 FastSHAP: Real-Time Shapley Value Estimation ICLR 2022