Extreme Classification

Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction

Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma (manik)

ICLR 2024 | April 2024

Publication

Generalized Zero-Shot Extreme Multi-label Learning

Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit, Manik Varma

2021 Knowledge Discovery and Data Mining | August 2021

DOI Publication

Extreme Regression for Dynamic Search Advertising

Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma

ACM International Conference on Web Search and Data Mining | February 2020

Publication

Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation

Yashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal, Manik Varma

ACM International Conference on Web Search and Data Mining | February 2018

Publication Publication

Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications.

Himanshu Jain, Yashoteja Prabhu, Manik Varma

ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2016

Publication

FastXML: A Fast, Accurate and Stable Tree-classifier for eXtreme Multi-label Learning

Yashoteja Prabhu, Manik Varma

ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014

Publication Publication

Multi-label Learning with Millions of Labels: Recommending Advertiser Bid Phrases for Web Pages

Rahul Agrawal, Archit Gupta, Yashoteja Prabhu, Manik Varma

Proceedings of the International World Wide Web Conference | May 2013

Publication

Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction

Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma (manik)

ICLR 2024 | April 2024

Publication

Generalized Zero-Shot Extreme Multi-label Learning

Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit, Manik Varma

2021 Knowledge Discovery and Data Mining | August 2021

DOI Publication

Extreme Regression for Dynamic Search Advertising

Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma

ACM International Conference on Web Search and Data Mining | February 2020

Publication

Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications.

Himanshu Jain, Yashoteja Prabhu, Manik Varma

ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2016

Publication

Multi-label Learning with Millions of Labels: Recommending Advertiser Bid Phrases for Web Pages

Rahul Agrawal, Archit Gupta, Yashoteja Prabhu, Manik Varma

Proceedings of the International World Wide Web Conference | May 2013

Publication

Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction

Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma (manik)

ICLR 2024 | April 2024

Publication

Generalized Zero-Shot Extreme Multi-label Learning

Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit, Manik Varma

2021 Knowledge Discovery and Data Mining | August 2021

DOI Publication

Extreme Regression for Dynamic Search Advertising

Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma

ACM International Conference on Web Search and Data Mining | February 2020

Publication

Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation

Yashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal, Manik Varma

ACM International Conference on Web Search and Data Mining | February 2018

Publication Publication

Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications.

Himanshu Jain, Yashoteja Prabhu, Manik Varma

ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2016

Publication

FastXML: A Fast, Accurate and Stable Tree-classifier for eXtreme Multi-label Learning

Yashoteja Prabhu, Manik Varma

ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014

Publication Publication

Multi-label Learning with Millions of Labels: Recommending Advertiser Bid Phrases for Web Pages

Rahul Agrawal, Archit Gupta, Yashoteja Prabhu, Manik Varma

Proceedings of the International World Wide Web Conference | May 2013

Publication

FastXML: A Fast, Accurate and Stable Tree-classifier for eXtreme Multi-label Learning

Yashoteja Prabhu, Manik Varma

ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014

Publication Publication

Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction

Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma (manik)

ICLR 2024 | April 2024

Publication

Generalized Zero-Shot Extreme Multi-label Learning

Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit, Manik Varma

2021 Knowledge Discovery and Data Mining | August 2021

DOI Publication

Extreme Regression for Dynamic Search Advertising

Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma

ACM International Conference on Web Search and Data Mining | February 2020

Publication

Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation

Yashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal, Manik Varma

ACM International Conference on Web Search and Data Mining | February 2018

Publication Publication

Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications.

Himanshu Jain, Yashoteja Prabhu, Manik Varma

ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2016

Publication

FastXML: A Fast, Accurate and Stable Tree-classifier for eXtreme Multi-label Learning

Yashoteja Prabhu, Manik Varma

ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014

Publication Publication

Multi-label Learning with Millions of Labels: Recommending Advertiser Bid Phrases for Web Pages

Rahul Agrawal, Archit Gupta, Yashoteja Prabhu, Manik Varma

Proceedings of the International World Wide Web Conference | May 2013

Publication