Fastxml: A fast, accurate and stable tree-classifier for extreme multi-label learning Y Prabhu, M Varma Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 469 | 2014 |
Extreme multi-label loss functions for recommendation, tagging, ranking & other missing label applications H Jain, Y Prabhu, M Varma Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016 | 413 | 2016 |
Multi-label learning with millions of labels: Recommending advertiser bid phrases for web pages R Agrawal, A Gupta, Y Prabhu, M Varma Proceedings of the 22nd international conference on World Wide Web, 13-24, 2013 | 356 | 2013 |
Parabel: Partitioned label trees for extreme classification with application to dynamic search advertising Y Prabhu, A Kag, S Harsola, R Agrawal, M Varma Proceedings of the 2018 World Wide Web Conference, 993-1002, 2018 | 284 | 2018 |
The extreme classification repository: Multi-label datasets and code K Bhatia, K Dahiya, H Jain, P Kar, A Mittal, Y Prabhu, M Varma URL http://manikvarma. org/downloads/XC/XMLRepository. html, 2016 | 123 | 2016 |
Extreme multi-label learning with label features for warm-start tagging, ranking & recommendation Y Prabhu, A Kag, S Gopinath, K Dahiya, S Harsola, R Agrawal, M Varma Proceedings of the eleventh ACM international conference on web search and …, 2018 | 90 | 2018 |
The extreme classification repository: Multi-label datasets and code, 2016 K Bhatia, K Dahiya, H Jain, A Mittal, Y Prabhu, M Varma URL http://manikvarma. org/downloads/XC/XMLRepository. html 17, 2017 | 66 | 2017 |
Generalized zero-shot extreme multi-label learning N Gupta, S Bohra, Y Prabhu, S Purohit, M Varma Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 34 | 2021 |
Extreme Regression for Dynamic Search Advertising Y Prabhu, A Kusupati, N Gupta, M Varma WSDM, 0 | 23* | |
Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction A Buvanesh, R Chand, J Prakash, B Paliwal, M Dhawan, N Madan, ... The Twelfth International Conference on Learning Representations, 0 | 3 | |
Dsformer: Effective compression of text-transformers by dense-sparse weight factorization R Chand, Y Prabhu, P Kumar arXiv preprint arXiv:2312.13211, 2023 | 2 | 2023 |
FastXML Y Prabhu, M Varma Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 1 | 2014 |
Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval S Yadav, D Saini, A Buvanesh, B Paliwal, K Dahiya, S Asokan, Y Prabhu, ... Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | | 2024 |
On the Necessity of World Knowledge for Mitigating Missing Labels in Extreme Classification J Prakash, A Buvanesh, B Santra, D Saini, S Yadav, J Jiao, Y Prabhu, ... arXiv preprint arXiv:2408.09585, 2024 | | 2024 |
Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Recommendation Systems P Bansal, Y Prabhu, E Kiciman, A Sharma arXiv preprint arXiv:2210.10636, 2022 | | 2022 |
Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Systems P Bansal, Y Prabhu, E Kiciman, A Sharma NeurIPS 2022 Workshop on Causality for Real-world Impact, 0 | | |