Vinod Nair

Joined

November 2017

Names

Vinod Nair

Emails

****@google.com (Confirmed)

Personal Links

Career & Education History

PhD student

Department of Computer Science, University of Toronto (cs.toronto.edu)

2004 – 2010

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

,

combinatorial optimization

2017 – Present

generative models

2004 – 2010

Publications

Continuous Latent Search for Combinatorial Optimization
Sergey Bartunov, Vinod Nair, Peter Battaglia, Tim Lillicrap
- Published: 12 Dec 2020, Last Modified: 05 May 2023
- LMCA2020 Poster
- Readers: Everyone
Neural Large Neighborhood Search
ravichandra addanki, Vinod Nair, Mohammad Alizadeh
- Published: 12 Dec 2020, Last Modified: 05 May 2023
- LMCA2020 Poster
- Readers: Everyone
REGAL: Transfer Learning For Fast Optimization of Computation Graphs
Aditya Paliwal, Felix Gimeno, Vinod Nair, Yujia Li, Miles Lubin, Pushmeet Kohli, Oriol Vinyals
- 2019 (modified: 09 May 2026)
- CoRR 2019
- Readers: Everyone
Prioritized Unit Propagation with Periodic Resetting is (Almost) All You Need for Random SAT Solving
Xujie Si, Yujia Li, Vinod Nair, Felix Gimeno
- 2019 (modified: 08 Nov 2022)
- CoRR 2019
- Readers: Everyone
Learning a Hierarchical Monitoring System for Detecting and Diagnosing Service Issues
Vinod Nair, Ameya Raul, Shwetabh Khanduja, Vikas Bahirwani, Sundararajan Sellamanickam, S. Sathiya Keerthi, Steve Herbert, Sudheer Dhulipalla
- 2015 (modified: 16 Jul 2019)
- KDD 2015
- Readers: Everyone
Near Real-Time Service Monitoring Using High-Dimensional Time Series
Shwetabh Khanduja, Vinod Nair, S. Sundararajan, Ameya Raul, Ajesh Babu Shaj, S. Sathiya Keerthi
- 2015 (modified: 08 Nov 2022)
- ICDM Workshops 2015
- Readers: Everyone
A unified approach to learning task-specific bit vector representations for fast nearest neighbor search
Vinod Nair, Dhruv Kumar Mahajan, Sundararajan Sellamanickam
- 2012 (modified: 12 Nov 2022)
- WWW 2012
- Readers: Everyone
Learning hierarchical similarity metrics
Nakul Verma, Dhruv Mahajan, Sundararajan Sellamanickam, Vinod Nair
- 2012 (modified: 10 Nov 2022)
- CVPR 2012
- Readers: Everyone
A joint learning framework for attribute models and object descriptions
Dhruv Kumar Mahajan, Sundararajan Sellamanickam, Vinod Nair
- 2011 (modified: 10 Nov 2022)
- ICCV 2011
- Readers: Everyone
Rectified Linear Units Improve Restricted Boltzmann Machines
Vinod Nair, Geoffrey E. Hinton
- 2010 (modified: 16 Jul 2019)
- ICML 2010
- Readers: Everyone

View all 14 publications

Co-Authors