no code implementations • 14 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.
no code implementations • 23 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.
no code implementations • 10 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