Search Results for author: Sambuddha Roy

Found 3 papers, 0 papers with code

Combing for Credentials: Active Pattern Extraction from Smart Reply

no code implementations14 Jul 2022 Bargav Jayaraman, Esha Ghosh, Melissa Chase, Sambuddha Roy, Wei Dai, David Evans

We show experimentally that it is possible for an adversary to extract sensitive user information present in the training data, even in realistic settings where all interactions with the model must go through a front-end that limits the types of queries.

Language Modelling

Fenchel Duals for Drifting Adversaries

no code implementations23 Sep 2013 Suman K. Bera, Anamitra R. Choudhury, Syamantak Das, Sambuddha Roy, Jayram S. Thatchachar

Existing literature shows (nearly) optimal drifting regret bounds only for the $\ell_2$ and the $\ell_1$-norms.

Scheduling Resources for Executing a Partial Set of Jobs

no code implementations10 Oct 2012 Venkatesan Chakaravarthy, Arindam Pal, Sambuddha Roy, Yogish Sabharwal

In this paper, we consider the problem of choosing a minimum cost set of resources for executing a specified set of jobs.

Data Structures and Algorithms

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