Gaurav Pandey  Gaurav Pandey photo         

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Research Scientist
India Research Laboratory, New Delhi, India
  

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2018

Exemplar Encoder-Decoder for Neural Conversation Generation
Pandey, Gaurav and Contractor, Danish and Kumar, Vineet and Joshi, Sachindra
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 1329--1338, 2018
Abstract


2017

Variational methods for conditional multimodal deep learning
Gaurav Pandey, Ambedkar Dukkipati
International Joint Conference on Neural Networks (IJCNN) , pp. 308--315, 2017

Unsupervised feature learning with discriminative encoder
Gaurav Pandey, Ambedkar Dukkipati
International Conference on Data Mining (ICDM) - full paper, 2017


2016

On collapsed representation of hierarchical Completely Random Measures
Gaurav Pandey, Ambedkar Dukkipati
International Conference on Machine Learning (ICML), pp. 1605--1613, 2016


2014

To go deep or wide in learning?
Gaurav Pandey, Ambedkar Dukkipati
Artificial Intelligence and Statistics (AISTATS), pp. 724--732, 2014

Learning by stretching deep networks
Gaurav Pandey, Ambedkar Dukkipati
International Conference on Machine Learning (ICML), pp. 1719--1727, 2014


2013

Minimum description length principle for maximum entropy model selection
Gaurav Pandey, Ambedkar Dukkipati
IEEE International Symposium on Information Theory (ISIT), pp. 1521--1525, 2013

Generative Maximum Entropy Learning for Multiclass Classification
Ambedkar Dukkipati, Gaurav Pandey, Debarghya Ghoshdastidar, Paramita Koley, DMV Satya Sriram
International Conference on Data Mining (ICDM) - full paper, pp. 141--150, 2013