Deepak Saini
Deepak Saini
Microsoft Research
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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
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
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
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
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
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
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
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
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