Gaurav Pandey  Gaurav Pandey photo       

contact information

Research Scientist
India Research Laboratory, New Delhi, India

links



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