Vinod Nair - RankMe

25 papers A* 6A 1Journal 9Unranked 8

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Solving MaxSAT with Matrix Multiplication. CoRR David Warde-Farley, Vinod Nair, Yujia Li, Ivan Lobov, Felix Gimeno, Simon Osindero
2021	J	`jnl`	Automap: Towards Ergonomic Automated Parallelism for ML Models. CoRR Michael Schaarschmidt, Dominik Grewe, Dimitrios Vytiniotis, Adam Paszke, Georg Stefan Schmid, Tamara Norman, James Molloy, Jonathan Godwin, Norman Alexander Rink, Vinod Nair, Dan Belov
2021	J	`jnl`	Learning a Large Neighborhood Search Algorithm for Mixed Integer Programs. CoRR Nicolas Sonnerat, Pengming Wang, Ira Ktena, Sergey Bartunov, Vinod Nair
2020	A*	`conf`	Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs. ICLR Aditya Paliwal, Felix Gimeno, Vinod Nair, Yujia Li, Miles Lubin, Pushmeet Kohli, Oriol Vinyals
2020	J	`jnl`	Solving Mixed Integer Programs Using Neural Networks. CoRR Vinod Nair, Sergey Bartunov, Felix Gimeno, Ingrid von Glehn, Pawel Lichocki, Ivan Lobov, Brendan O'Donoghue, Nicolas Sonnerat, Christian Tjandraatmadja, Pengming Wang, Ravichandra Addanki, Tharindi Hapuarachchi, Thomas Keck, James Keeling, Pushmeet Kohli, Ira Ktena, Yujia Li, Oriol Vinyals, Yori Zwols
2019	J	`jnl`	Prioritized Unit Propagation with Periodic Resetting is (Almost) All You Need for Random SAT Solving. CoRR Xujie Si, Yujia Li, Vinod Nair, Felix Gimeno
2019	J	`jnl`	REGAL: Transfer Learning For Fast Optimization of Computation Graphs. CoRR Aditya Paliwal, Felix Gimeno, Vinod Nair, Yujia Li, Miles Lubin, Pushmeet Kohli, Oriol Vinyals
2018	A	`conf`	Learning Fast Optimizers for Contextual Stochastic Integer Programs. UAI Vinod Nair, Dj Dvijotham, Iain Dunning, Oriol Vinyals
2015	A*	`conf`	Learning a Hierarchical Monitoring System for Detecting and Diagnosing Service Issues. KDD Vinod Nair, Ameya Raul, Shwetabh Khanduja, Vikas Bahirwani, Sundararajan Sellamanickam, S. Sathiya Keerthi, Steve Herbert, Sudheer Dhulipalla
2015	—	`conf`	Near Real-Time Service Monitoring Using High-Dimensional Time Series. ICDM Workshops Shwetabh Khanduja, Vinod Nair, S. Sundararajan, Ameya Raul, Ajesh Babu Shaj, S. Sathiya Keerthi
2013	J	`jnl`	A Quantitative Evaluation Framework for Missing Value Imputation Algorithms. CoRR Vinod Nair, Rahul Kidambi, Sundararajan Sellamanickam, S. Sathiya Keerthi, Johannes Gehrke, Vijay Narayanan
2013	J	`jnl`	A Structured Prediction Approach for Missing Value Imputation. CoRR Rahul Kidambi, Vinod Nair, Sundararajan Sellamanickam, S. Sathiya Keerthi
2012	A*	`conf`	A unified approach to learning task-specific bit vector representations for fast nearest neighbor search. WWW Vinod Nair, Dhruv Kumar Mahajan, Sundararajan Sellamanickam
2012	A*	`conf`	Learning hierarchical similarity metrics. CVPR Nakul Verma, Dhruv Mahajan, Sundararajan Sellamanickam, Vinod Nair
2011	A*	`conf`	A joint learning framework for attribute models and object descriptions. ICCV Dhruv Kumar Mahajan, Sundararajan Sellamanickam, Vinod Nair
2010	A*	`conf`	Rectified Linear Units Improve Restricted Boltzmann Machines. ICML Vinod Nair, Geoffrey E. Hinton
2010	—	`—`	Visual Object Recognition Using Generative Models of Images. Vinod Nair
2009	—	`conf`	3D Object Recognition with Deep Belief Nets. NIPS Vinod Nair, Geoffrey E. Hinton
2008	—	`conf`	Analysis-by-Synthesis by Learning to Invert Generative Black Boxes. ICANN (1) Vinod Nair, Joshua M. Susskind, Geoffrey E. Hinton
2008	—	`conf`	Implicit Mixtures of Restricted Boltzmann Machines. NIPS Vinod Nair, Geoffrey E. Hinton
2008	—	`conf`	Mimicking Go Experts with Convolutional Neural Networks. ICANN (2) Ilya Sutskever, Vinod Nair
2005	J	`jnl`	An FPGA-Based People Detection System. EURASIP J. Adv. Signal Process. Vinod Nair, Pierre-Olivier Laprise, James J. Clark
2005	—	`conf`	Inferring Motor Programs from Images of Handwritten Digits. NIPS Geoffrey E. Hinton, Vinod Nair
2004	—	`conf`	An Unsupervised, Online Learning Framework for Moving Object Detection. CVPR (2) Vinod Nair, James J. Clark
2001	—	`conf`	A single chip terminal solution for high-end telephone applications. CICC Vinod Nair, Martin Erdmann, Shridhar Mubaraq Mishra, Juraj Povazanec, Amit Shaligram, Chun Feng Hu