Venkataraman, Shobha

6 publications

NeurIPS 2022 Theseus: A Library for Differentiable Nonlinear Optimization Luis Pineda, Taosha Fan, Maurizio Monge, Shobha Venkataraman, Paloma Sodhi, Ricky T. Q. Chen, Joseph Ortiz, Daniel DeTone, Austin Wang, Stuart Anderson, Jing Dong, Brandon Amos, Mustafa Mukadam

NeurIPS 2021 CrypTen: Secure Multi-Party Computation Meets Machine Learning Brian Knott, Shobha Venkataraman, Awni Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten

ICMLW 2021 Neural Fixed-Point Acceleration for Convex Optimization Shobha Venkataraman, Brandon Amos

NeurIPS 2009 Tracking Dynamic Sources of Malicious Activity at Internet Scale Shobha Venkataraman, Avrim Blum, Dawn Song, Subhabrata Sen, Oliver Spatscheck

JAIR 2003 Efficient Solution Algorithms for Factored MDPs Carlos Guestrin, Daphne Koller, Ronald Parr, Shobha Venkataraman

AAAI 2002 Context-Specific Multiagent Coordination and Planning with Factored MDPs Carlos Guestrin, Shobha Venkataraman, Daphne Koller