Follow
Roman Levin
Roman Levin
Amazon
Verified email at amazon.com
Title
Cited by
Cited by
Year
Transfer Learning with Deep Tabular Models
R Levin, V Cherepanova, A Schwarzschild, A Bansal, CB Bruss, ...
International Conference on Learning Representations (ICLR), 2023
59*2023
Insights into population behavior during the COVID-19 pandemic from cell phone mobility data and manifold learning
R Levin, DL Chao, EA Wenger, JL Proctor
Nature Computational Science 1 (9), 588-597, 2021
52*2021
A performance-driven benchmark for feature selection in tabular deep learning
V Cherepanova, R Levin, G Somepalli, J Geiping, CB Bruss, AG Wilson, ...
Advances in Neural Information Processing Systems 36, 2024
102024
Where do models go wrong? parameter-space saliency maps for explainability
R Levin, M Shu, E Borgnia, F Huang, M Goldblum, T Goldstein
Advances in Neural Information Processing Systems 35, 15602-15615, 2022
82022
Echo chambers in collaborative filtering based recommendation systems
E Noordeh, R Levin, R Jiang, H Shadmany
Workshop on Consequential Decision Making in Dynamic Environments, NeurIPS, 2020
72020
Patient-specific Quality Assurance Failure Prediction with Deep Tabular Models
R Levin, A Aravkin, M Kim
Biomedical Physics & Engineering Express 9 (4), 2023
12023
Applications of Optimization and Machine Learning to Healthcare
R Levin
University of Washington, 2022
12022
A proof of principle: Multi-modality radiotherapy optimization
R Levin, AY Aravkin, M Kim
arXiv preprint arXiv:1911.05182, 2019
12019
On the Riemann-Hilbert Problem for Difference and q-Difference Systems
R Levin, I Vyugin
The 8th International Conference on Differential and Functional Differential …, 2017
2017
The system can't perform the operation now. Try again later.
Articles 1–9