Ian Covert

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 10 papers. Top paper: “Algorithms to estimate Shapley value feature attributions”.

Algorithms to estimate Shapley value feature attributions

arXiv (Cornell University)(2022)10.48550/arxiv.2207.07605

N/A

0DataRank · unranked

21 citations

Ian Covert, Scott Lundberg, Su-In Lee, Hugh Chen

Predictive and robust gene selection for spatial transcriptomics

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.05.13.491738

N/A

0DataRank · unranked

4 citations

Rohan Gala, Tim Wang, Karel Svoboda, Uygar Sümbül, Su-In Lee +1 more

Algorithms to estimate Shapley value feature attributions

Nature Machine Intelligence(2023)10.1038/s42256-023-00657-x

N/A

0DataRank · unranked

427 citations

Ian Covert, Scott Lundberg, Su-In Lee, Hugh Chen

Predictive and robust gene selection for spatial transcriptomics

Nature Communications(2023)10.1038/s41467-023-37392-1

N/A

0DataRank · unranked

39 citations

Rohan Gala, Tim Wang, Karel Svoboda, Uygar Sümbül, Su-In Lee +1 more

Learning to Maximize Mutual Information for Dynamic Feature Selection

arXiv (Cornell University)(2023)10.48550/arxiv.2301.00557

N/A

0DataRank · unranked

6 citations

Wei Qiu, Mingyu Lu, Nayoon Kim, Nathan J. White, Su-In Lee +1 more

On the Robustness of Removal-Based Feature Attributions

arXiv (Cornell University)(2023)10.48550/arxiv.2306.07462

N/A

0DataRank · unranked

2 citations

Ian Covert, Su-In Lee, Chris Lin

Estimating Conditional Mutual Information for Dynamic Feature Selection

arXiv (Cornell University)(2023)10.48550/arxiv.2306.03301

N/A

0DataRank · unranked

0 citations

Ian Covert, Su-In Lee, Soham Gadgil

Feature Selection in the Contrastive Analysis Setting

arXiv (Cornell University)(2023)10.48550/arxiv.2310.18531

N/A

0DataRank · unranked

0 citations

Ian Covert, Su-In Lee, Ethan Weinberger

Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution

arXiv (Cornell University)(2024)10.48550/arxiv.2401.15866

N/A

0DataRank · unranked

1 citations

Chanwoo Kim, Su-In Lee, James Zou, Tatsunori Hashimoto, Ian Covert

A Multimodal Sleep Foundation Model for Disease Prediction

medRxiv(2025)10.1101/2025.02.04.25321675

N/A

0DataRank · unranked

8 citations

Magnus Ruud Kjær, Bryan He, Ian Covert, Hyatt Moore, Umaer Hanif +7 more