Selected Publications

Transfer Learning with Deep Tabular Models
Roman Levin, Valeriia Cherepanova, Avi Schwarzschild, Arpit Bansal, C Bayan Bruss, Tom Goldstein, Andrew Gordon Wilson, Micah Goldblum
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LowKey: leveraging adversarial attacks to protect social media users from facial recognition
Valeriia Cherepanova, Micah Goldblum, Harrison Foley, Shiyuan Duan, John Dickerson, Gavin Taylor, Tom Goldstein
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Technical challenges for training fair neural networks
Valeriia Cherepanova, Vedant Nanda, Micah Goldblum, John P Dickerson, Tom Goldstein
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Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot Tasks
Micah Goldblum, Steven Reich, Liam Fowl, Renkun Ni, Valeriia Cherepanova, Tom Goldstein
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Development of PancRISK, a urine biomarker-based risk score for stratified screening of pancreatic cancer patients
Oleg Blyuss, Alexey Zaikin, Valeriia Cherepanova, Daniel Munblit, Elena M. Kiseleva, Olga M. Prytomanova, Stephen W. Duffy, Tatjana Crnogorac-Jurcevic
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