1 code implementation • 30 Jun 2022 • Roman Levin, Valeriia Cherepanova, Avi Schwarzschild, Arpit Bansal, C. Bayan Bruss, Tom Goldstein, Andrew Gordon Wilson, Micah Goldblum
In this work, we demonstrate that upstream data gives tabular neural networks a decisive advantage over widely used GBDT models.
1 code implementation • 3 Aug 2021 • Roman Levin, Manli Shu, Eitan Borgnia, Furong Huang, Micah Goldblum, Tom Goldstein
We find that samples which cause similar parameters to malfunction are semantically similar.
no code implementations • 8 Nov 2020 • Emil Noordeh, Roman Levin, Ruochen Jiang, Harris Shadmany
Recommendation systems underpin the serving of nearly all online content in the modern age.
no code implementations • 12 Nov 2019 • Roman Levin, Aleksandr Y. Aravkin, Minsun Kim
In this paper, we propose a mathematical framework to optimize full radiation dose distributions and fractionation schedules of multiple radiation modalities, aiming to maximize the damage to the tumor while limiting the damage to the normal tissue to the corresponding tolerance level.
Optimization and Control Medical Physics