Shobha Venkataraman

Software Engineer, Facebook

Joined

July 2019

Names

Shobha Venkataraman

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Software Engineer

Facebook (facebook.com)

2019 – Present

Researcher

Research, AT&T (research.att.com)

2008 – 2019

Advisors, Relations & Conflicts

Coauthor

Jia Wang

2008 – 2019

PhD Advisor

2002 – 2008

PhD Advisor

2002 – 2008

Expertise

No areas of expertise listed

Publications

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 S Wang, Stuart Anderson, Jing Dong, Brandon Amos, Mustafa Mukadam
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
CrypTen: Secure Multi-Party Computation Meets Machine Learning
Brian Knott, Shobha Venkataraman, Awni Hannun, Shubhabrata Sengupta, Mark Ibrahim, Laurens van der Maaten
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Neural Fixed-Point Acceleration for Convex Optimization
Shobha Venkataraman, Brandon Amos
- Published: 14 Jul 2021, Last Modified: 30 Dec 2025
- AutoML@ICML2021 Poster
- Readers: Everyone
AESOP: Automatic Policy Learning for Predicting and Mitigating Network Service Impairments
Supratim Deb, Zihui Ge, Sastry Isukapalli, Sarat C. Puthenpura, Shobha Venkataraman, He Yan, Jennifer Yates
- 2017 (modified: 12 Nov 2022)
- KDD 2017
- Readers: Everyone
Tracking Dynamic Sources of Malicious Activity at Internet Scale
Shobha Venkataraman, Avrim Blum, Dawn Song, Subhabrata Sen, Oliver Spatscheck
- 2009 (modified: 11 Nov 2022)
- NIPS 2009
- Readers: Everyone
Context-Specific Multiagent Coordination and Planning with Factored MDPs
Carlos Guestrin, Shobha Venkataraman, Daphne Koller
- 2002 (modified: 16 Jul 2019)
- AAAI/IAAI 2002
- Readers: Everyone

Co-Authors

View all 29 co-authors