Publications

Selected publications

For full list of publications please check my gscholar profile

• Wasserstein distances for evaluating cross-lingual embeddings, Optimal Transrpot for Machine Learning, NeurIPS 2019
• Hotel2vec: Learning Attribute-Aware Hotel Embeddings with Self-Supervision, arXiv, 2019
• Aggressive sampling for multi-class to binary reduction with applications to text classification, NeurIPS, 2017
• Learning Taxonomy Adaptation in Large-scale Classification, Journal of Machine Learning Research, 2016
• Re-ranking Approach to Classification in Large-scale Power-law Distributed Category Systems, SIGIR, 2014
• On Flat versus Hierarchical Classification in Large-Scale Taxonomies, NeurIPS, 2013
• An ensemble uncertainty aware measure for directed hill climbing ensemble pruning, Machine Learning, 2010