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Roman Levin

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A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning

Nov 10, 2023
Valeriia Cherepanova, Roman Levin, Gowthami Somepalli, Jonas Geiping, C. Bayan Bruss, Andrew Gordon Wilson, Tom Goldstein, Micah Goldblum

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Transfer Learning with Deep Tabular Models

Jun 30, 2022
Roman Levin, Valeriia Cherepanova, Avi Schwarzschild, Arpit Bansal, C. Bayan Bruss, Tom Goldstein, Andrew Gordon Wilson, Micah Goldblum

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Where do Models go Wrong? Parameter-Space Saliency Maps for Explainability

Aug 03, 2021
Roman Levin, Manli Shu, Eitan Borgnia, Furong Huang, Micah Goldblum, Tom Goldstein

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Echo Chambers in Collaborative Filtering Based Recommendation Systems

Nov 08, 2020
Emil Noordeh, Roman Levin, Ruochen Jiang, Harris Shadmany

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