2021

doi dblp
Propensity-scored Probabilistic Label Trees
Marek Wydmuch | Kalina Jasinska-Kobus | Rohit Babbar | Krzysztof Dembczynski
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Convex Surrogates for Unbiased Loss Functions in Extreme Classification With Missing Labels
Mohammadreza Qaraei | Erik Schultheis | Priyanshu Gupta | Rohit Babbar
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2017

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DiSMEC: Distributed Sparse Machines for Extreme Multi-label Classification
Rohit Babbar | Bernhard Schölkopf
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

2014

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Re-ranking approach to classification in large-scale power-law distributed category systems
Rohit Babbar | Ioannis Partalas | Éric Gaussier | Massih-Reza Amini
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

2012

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On empirical tradeoffs in large scale hierarchical classification
Rohit Babbar | Ioannis Partalas | Éric Gaussier | Cécile Amblard
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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