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Levin, Roman
7 publications
ICLRW
2025
Has My System Prompt Been Used? Large Language Model Prompt Membership Inference
Roman Levin
,
Valeriia Cherepanova
,
Abhimanyu Hans
,
Avi Schwarzschild
,
Tom Goldstein
NeurIPSW
2024
Has My System Prompt Been Used? Large Language Model Prompt Membership Inference
Roman Levin
,
Valeriia Cherepanova
,
Abhimanyu Hans
,
Avi Schwarzschild
,
Tom Goldstein
NeurIPS
2023
A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning
Valeriia Cherepanova
,
Roman Levin
,
Gowthami Somepalli
,
Jonas Geiping
,
C. Bayan Bruss
,
Andrew G Wilson
,
Tom Goldstein
,
Micah Goldblum
NeurIPSW
2023
A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning
Valeriia Cherepanova
,
Roman Levin
,
Gowthami Somepalli
,
Jonas Geiping
,
C. Bruss
,
Andrew Wilson
,
Tom Goldstein
,
Micah Goldblum
ICLR
2023
Transfer Learning with Deep Tabular Models
Roman Levin
,
Valeriia Cherepanova
,
Avi Schwarzschild
,
Arpit Bansal
,
C. Bayan Bruss
,
Tom Goldstein
,
Andrew Gordon Wilson
,
Micah Goldblum
NeurIPSW
2022
Transfer Learning with Deep Tabular Models
Roman Levin
,
Valeriia Cherepanova
,
Avi Schwarzschild
,
Arpit Bansal
,
C. Bayan Bruss
,
Tom Goldstein
,
Andrew Gordon Wilson
,
Micah Goldblum
NeurIPS
2022
Where Do Models Go Wrong? Parameter-Space Saliency Maps for Explainability
Roman Levin
,
Manli Shu
,
Eitan Borgnia
,
Furong Huang
,
Micah Goldblum
,
Tom Goldstein