| Deepxml: A deep extreme multi-label learning framework applied to short text documents K Dahiya, D Saini, A Mittal, A Shaw, K Dave, A Soni, H Jain, S Agarwal, ... Proceedings of the 14th ACM international conference on web search and data …, 2021 | 96 | 2021 |
| Decaf: Deep extreme classification with label features A Mittal, K Dahiya, S Agrawal, D Saini, S Agarwal, P Kar, M Varma Proceedings of the 14th ACM international conference on web search and data …, 2021 | 80 | 2021 |
| GalaXC: Graph neural networks with labelwise attention for extreme classification D Saini, AK Jain, K Dave, J Jiao, A Singh, R Zhang, M Varma Proceedings of the Web Conference 2021, 3733-3744, 2021 | 52 | 2021 |
| Siamesexml: Siamese networks meet extreme classifiers with 100m labels K Dahiya, A Agarwal, D Saini, K Gururaj, J Jiao, A Singh, S Agarwal, ... International conference on machine learning, 2330-2340, 2021 | 45 | 2021 |
| Ngame: Negative mining-aware mini-batching for extreme classification K Dahiya, N Gupta, D Saini, A Soni, Y Wang, K Dave, J Jiao, G K, P Dey, ... Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023 | 27 | 2023 |
| Renee: End-to-end training of extreme classification models V Jain, J Prakash, D Saini, J Jiao, R Ramjee, M Varma Proceedings of Machine Learning and Systems 5, 2023 | 14 | 2023 |
| Deep encoders with auxiliary parameters for extreme classification K Dahiya, S Yadav, S Sondhi, D Saini, S Mehta, J Jiao, S Agarwal, P Kar, ... Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 11 | 2023 |
| Personalized Retrieval over Millions of Items H Vemuri, S Agrawal, S Mittal, D Saini, A Soni, AV Sambasivan, W Lu, ... Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 3 | 2023 |
| OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification S Mohan, D Saini, A Mittal, SR Chowdhury, B Paliwal, J Jiao, M Gupta, ... Proceedings of the 41 st International Conference on Machine Learning 235, 2024 | 1* | 2024 |
| CROSS-JEM: Accurate and Efficient Cross-encoders for Short-text Ranking Tasks B Paliwal, D Saini, M Dhawan, S Asokan, N Natarajan, S Aggarwal, ... arXiv preprint arXiv:2409.09795, 2024 | | 2024 |
| 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 |
| Graph Regularized Encoder Training for Extreme Classification A Mittal, S Mohan, D Saini, SC Prabhu, S Agarwal, S Chakrabarti, P Kar, ... arXiv preprint arXiv:2402.18434, 2024 | | 2024 |
Manik VarmaDistinguished Scientist and Vice President, Microsoft Research IndiaVerified email at microsoft.com
