Vinod Nair

发表

Rectified Linear Units Improve Restricted Boltzmann Machines

Geoffrey E. Hinton, Vinod Nair, Vinod Nair, 2010, ICML.

Implicit Mixtures of Restricted Boltzmann Machines

Geoffrey E. Hinton, Vinod Nair, Vinod Nair, 2008, NIPS.

3D Object Recognition with Deep Belief Nets

Geoffrey E. Hinton, Vinod Nair, Vinod Nair, 2009, NIPS.

Inferring Motor Programs from Images of Handwritten Digits

Geoffrey E. Hinton, Vinod Nair, Vinod Nair, 2005, NIPS.

Learning a Hierarchical Monitoring System for Detecting and Diagnosing Service Issues

Shwetabh Khanduja, Vinod Nair, Ameya Raul, 2015, KDD.

A Quantitative Evaluation Framework for Missing Value Imputation Algorithms pdf

Johannes Gehrke, Vinod Nair, S. Sathiya Keerthi, 2013, ArXiv.

Automated Visual Surveillance Using Hidden Markov Models

Vinod Nair, James J. Clark, Vinod Nair, 2002 .

An unsupervised, online learning framework for moving object detection

Vinod Nair, James J. Clark, Vinod Nair, 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

An FPGA-Based People Detection System

Vinod Nair, James J. Clark, Pierre-Olivier Laprise, 2005, EURASIP J. Adv. Signal Process..

Learning hierarchical similarity metrics

Vinod Nair, Dhruv Kumar Mahajan, Sundararajan Sellamanickam, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Mimicking Go Experts with Convolutional Neural Networks

Ilya Sutskever, Vinod Nair, 2008, ICANN.

Learning a Large Neighborhood Search Algorithm for Mixed Integer Programs

Vinod Nair, Sergey Bartunov, Nicolas Sonnerat, 2021, ArXiv.

Rectiﬁed Linear Units Improve Restricted Boltzmann Machines

Geoffrey E. Hinton, Vinod Nair, 2022 .

Continuous Latent Search for Combinatorial Optimization

T. Lillicrap, Vinod Nair, P. Battaglia, 2021 .

A Structured Prediction Approach for Missing Value Imputation pdf

Vinod Nair, S. Sathiya Keerthi, Sundararajan Sellamanickam, 2013, ArXiv.

Solving Mixed Integer Programs Using Neural Networks pdf

Christian Tjandraatmadja, Pushmeet Kohli, Oriol Vinyals, 2020, ArXiv.

Visual Object Recognition Using Generative Models of Images

Vinod Nair, Vinod Nair, 2010 .

Automap: Towards Ergonomic Automated Parallelism for ML Models pdf

Norman A. Rink, Michael Schaarschmidt, Dimitrios Vytiniotis, 2021, ArXiv.

A joint learning framework for attribute models and object descriptions

Vinod Nair, Dhruv Kumar Mahajan, Sundararajan Sellamanickam, 2011, 2011 International Conference on Computer Vision.

Learning Fast Optimizers for Contextual Stochastic Integer Programs

Iain Dunning, Oriol Vinyals, Vinod Nair, 2018, UAI.

Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs

Oriol Vinyals, Vinod Nair, Pushmeet Kohli, 2019, ICLR.

Analysis-by-Synthesis by Learning to Invert Generative Black Boxes

Geoffrey E. Hinton, Vinod Nair, Joshua M. Susskind, 2008, ICANN.

Near Real-Time Service Monitoring Using High-Dimensional Time Series

Shwetabh Khanduja, Vinod Nair, S. Sundararajan, 2015, 2015 IEEE International Conference on Data Mining Workshop (ICDMW).

Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs

Vinod Nair, Pushmeet Kohli, Yujia Li, 2019, ICLR.

Prioritized Unit Propagation with Periodic Resetting is (Almost) All You Need for Random SAT Solving pdf

Yujia Li, Xujie Si, Vinod Nair, 2019, ArXiv.

Mimicking Go Experts with Convolutional Neural Networks

Vinod Nair, I. Sutskever, 2008, ICANN.