Search Results for author: Santanu Das

Found 3 papers, 0 papers with code

A unified law of robustness for Bregman divergence losses

no code implementations26 May 2024 Santanu Das, Jatin Batra, Piyush Srivastava

In an interesting piece of work that contributes to the considerable research that has been devoted to understand overparameterization, Bubeck, and Sellke showed that for a broad class of covariate distributions (specifically those satisfying a natural notion of concentration of measure), overparameterization is necessary for robust interpolation i. e. if the interpolating function is required to be Lipschitz.

LLOV: A Fast Static Data-Race Checker for OpenMP Programs

no code implementations27 Dec 2019 Utpal Bora, Santanu Das, Pankaj Kukreja, Saurabh Joshi, Ramakrishna Upadrasta, Sanjay Rajopadhye

In the era of Exascale computing, writing efficient parallel programs is indispensable and at the same time, writing sound parallel programs is very difficult.

Programming Languages Logic in Computer Science Software Engineering D.2; D.3

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