2023

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NGAME: Negative Mining-aware Mini-batching for Extreme Classification
Kunal Dahiya | Nilesh Gupta | Deepak Saini | Akshay Soni | Yajun Wang | Kushal Dave | Jian Jiao | Gururaj K | Prasenjit Dey | Amit Singh | Deepesh Hada | Vidit Jain | Bhawna Paliwal | Anshul Mittal | Sonu Mehta | Ramachandran Ramjee | Sumeet Agarwal | Purushottam Kar | Manik Varma
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2021

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DECAF: Deep Extreme Classification with Label Features
Anshul Mittal | Kunal Dahiya | Sheshansh Agrawal | Deepak Saini | Sumeet Agarwal | Purushottam Kar | Manik Varma
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents
Kunal Dahiya | Deepak Saini | Anshul Mittal | Ankush Shaw | Kushal Dave | Akshay Soni | Himanshu Jain | Sumeet Agarwal | Manik Varma
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification
Deepak Saini | Arnav Kumar Jain | Kushal Dave | Jian Jiao | Amit Singh | Ruofei Zhang | Manik Varma
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
ECLARE: Extreme Classification with Label Graph Correlations
Anshul Mittal | Noveen Sachdeva | Sheshansh Agrawal | Sumeet Agarwal | Purushottam Kar | Manik Varma
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

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Extreme Regression for Dynamic Search Advertising
Yashoteja Prabhu | Aditya Kusupati | Nilesh Gupta | Manik Varma
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

2019

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Slice: Scalable Linear Extreme Classifiers Trained on 100 Million Labels for Related Searches
Himanshu Jain | Venkatesh Balasubramanian | Bhanu Chunduri | Manik Varma
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

2018

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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
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

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Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising
Yashoteja Prabhu | Anil Kag | Shrutendra Harsola | Rahul Agrawal | Manik Varma
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

doi dblp
Extreme Classification: Tagging on Wikipedia, Recommendation on Amazon & Advertising on Bing
Manik Varma
Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018

2013

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Multi-label learning with millions of labels: recommending advertiser bid phrases for web pages
Rahul Agrawal | Archit Gupta | Yashoteja Prabhu | Manik Varma
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

2011

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Learning to re-rank: query-dependent image re-ranking using click data
Vidit Jain | Manik Varma
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011