Anvith Thudi

Time 2022-10-06 16:57:17

Web Name: Anvith Thudi

WebSite: http://www.anvith.com

ID:342335

Keywords:

Anvith,Thudi

Description:

Anvith Thudi

Email: anvith.thudi@mail.utoronto.ca CV: here Google Scholar: here First year CS PhD student at UofT co-advised by Prof. Nicolas Papernot and Prof. Chris Maddison. Formerly a math specialist student (pure math) at UofT.

Research

Published

"Unrolling SGD: Understanding Factors Influencing Machine Unlearning" (slides) Anvith Thudi, Gabriel Deza, Varun Chandrasekaran, Nicolas Papernot. Proceedings of the 7th IEEE European Symposium on Security and Privacy "On the Necessity of Auditable Algorithmic Definitions for Machine Unleaning" (slides) Anvith Thudi, Hengrui Jia, Ilia Shumailov, Nicolas Papernot. Proceedings of the 31st USENIX Security Symposium "Proof of Learning: Definintions and Practice"Hengrui Jia, Mohammad Yaghini, Christopher A. Choquette-Choo, Natalie Dullerud, Anvith Thudi, Varun Chandrasekaran, Nicolas Papernot. Proceedings of the 42nd IEEE Symposium on Security and Privacy

Preprints

"Selective Classification via Neural Training Dynamics" Stephan Rabanser, Anvith Thudi , Kimia Hamidieh, Adam Dziedzic, Nicolas Papernot "Bounding Membership Inference"Anvith Thudi, Ilia Shumailov, Franziska Boenisch, Nicolas Papernot "SoK: Machine Learning Governance" Varun Chandrasekaran, Hengrui Jia, Anvith Thudi, Adelin Travers, Mohammad Yaghini, Nicolas Papernot

Math

A collection of expository essays written while studying C* algebras and their classification under Prof. George Elliott. The goal of these essays is to present the main prerequisite ideas for a particular problem in one relatively short document (as a sort of reference guide with a common theme).

Category Theory and Classification The Classification of "Nice" C* Algebras The Atiyah-Singer Index Theorem (Note: indirectly motivated by a graduate course in Riemannian Geometry and the notion of index in terms of variations) Graphs and C* Algebras (Note: was taking a graduate course in combinatorics and hence had graphs on my mind) Irrational Rotational Algebras (Note: this is often the first concrete example on the classification of C* algebras one sees)

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