Articles

Generalized Zero-Shot Extreme Multi-label Learning,
Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit and Manik Varma,
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2021.
paper pdf| | supplementary pdf
Extreme Regression for Dynamic Search Advertising,
Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta and Manik Varma,
International Conference on Web Search and Data Mining (WSDM), 2020.
paper pdf
Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising,
Yashoteja Prabhu, Anil Kag, Shrutendra Harsola, Rahul Agrawal and Manik Varma,
The Web Conference (WWW), 2018.
paper pdf | supplementary pdf
Extreme Multi-label Learning with Label Features for Warm-Start Tagging, Ranking and Recommendation,
Yashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal and Manik Varma,
International Conference on Web Search and Data Mining (WSDM), 2018.
paper pdf | supplementary pdf
Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking and Other Missing Label Applications,
Himanshu Jain, Yashoteja Prabhu and Manik Varma,
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2016.
paper pdf | supplementary pdf | poster pdf
FastXML: A Fast, Accurate and Stable Tree-classiﬁer for eXtreme Multi-label Learning,
Yashoteja Prabhu and Manik Varma,
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2014.
paper pdf | poster pdf
Multi-Label Learning with Millions of Labels: Recommending Advertiser Bid Phrases for Web Pages,
Rahul Agrawal, Archit Gupta, Yashoteja Prabhu and Manik Varma,
The Web Conference (WWW), 2013.
paper pdf
Resolving Occlusion in Multiframe Reconstruction of Deformable Surfaces,
Appu Shaji, Aydin Varol, Pascal Fua, Yashoteja Prabhu, Ankush Jain and Sharat Chandran,
Computer Vision and Pattern Recognition Workshops (CVPRW), 2011.
paper link