Concepedia

Ian Covert

IC

14

Publications

1.3K

Citations

12

H-Index

2018

Active since

Affiliations

University of Washington(Current)

Microsoft Research (United Kingdom)

Google (United States)

Microsoft (United States)

Seattle University

Ian Covert is an author at University of Washington specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceDeep LearningNeuroscienceKnowledge DiscoveryPattern RecognitionPredictive AnalyticsStatistics

Publications per year

2018–2023

14

Publications

14

Algorithms to estimate Shapley value feature attributions

Hugh Chen, Ian Covert, Scott Lundberg et al. · Nature Machine Intelligence · 2023 · 361 citations

Engineering, Data Science, Data Mining +6

Neural Granger Causality

Alex Tank, Ian Covert, Nicholas J. Foti et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 229 citations · Full text

Structured Prediction, Engineering, Machine Learning +19

Understanding Global Feature Contributions With Additive Importance Measures

Ian Covert, Scott Lundberg, Su‐In Lee · arXiv (Cornell University) · 2020 · 168 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

What does a platypus look like? Generating customized prompts for zero-shot image classification

Sarah I. Pratt, Ian Covert, Rosanne Liu et al. · 2023 · 153 citations

Engineering, Machine Learning, Open-vocabulary Models +18

Explaining by Removing: A Unified Framework for Model Explanation

Ian Covert, Scott Lundberg, Su‐In Lee · arXiv (Cornell University) · 2020 · 123 citations · Full text

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