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
45*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
412021
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
62020
Cell phone mobility data and manifold learning: Insights into population behavior during the COVID-19 pandemic
R Levin, DL Chao, EA Wenger, JL Proctor
5*2020
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
22024
A proof of principle: Multi-modality radiotherapy optimization
R Levin, AY Aravkin, M Kim
arXiv preprint arXiv:1911.05182, 2019
12019
Patient-specific Quality Assurance Failure Prediction with Deep Tabular Models
R Levin, A Aravkin, M Kim
Biomedical Physics & Engineering Express 9 (4), 2023
2023
Applications of Optimization and Machine Learning to Healthcare
R Levin
University of Washington, 2022
2022
Feasibility Study of a Systematic Approach to Multi-Modality Treatment Planning
M Kim, R Levin, A Aravkin
MEDICAL PHYSICS 47 (6), E461-E461, 2020
2020
Cell phone mobility data reveals heterogeneity in stay-at-home behavior during the SARS-CoV-2 pandemic (preprint)
R Levin, DL Chao, EA Wenger, JL Proctor
2020
On the Riemann-Hilbert Problem for Difference and -Difference Systems
I Vyugin, R Levin
Proceedings of the Steklov Institute of Mathematics volume 297, pages 297 …, 2017
2017
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 1–13