Deepak Saini

According to our database, Deepak Saini authored at least 15 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CROSS-JEM: Accurate and Efficient Cross-encoders for Short-text Ranking Tasks.

Bhawna Paliwal, Deepak Saini, Mudit Dhawan, Siddarth Asokan, Nagarajan Natarajan, Surbhi Aggarwal, Pankaj Malhotra, Jian Jiao, Manik Varma

CoRR, 2024

On the Necessity of World Knowledge for Mitigating Missing Labels in Extreme Classification.

Jatin Prakash, Anirudh Buvanesh, Bishal Santra, Deepak Saini, Sachin Yadav, Jian Jiao, Yashoteja Prabhu, Amit Sharma, Manik Varma

CoRR, 2024

Graph Regularized Encoder Training for Extreme Classification.

Anshul Mittal, Shikhar Mohan, Deepak Saini, Suchith C. Prabhu, Jian Jiao, Sumeet Agarwal, Soumen Chakrabarti, Purushottam Kar, Manik Varma

CoRR, 2024

Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval.

Sachin Yadav, Deepak Saini, Anirudh Buvanesh, Bhawna Paliwal, Kunal Dahiya, Siddarth Asokan, Yashoteja Prabhu, Jian Jiao, Manik Varma

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification.

Shikhar Mohan, Deepak Saini, Anshul Mittal, Sayak Ray Chowdhury, Bhawna Paliwal, Jian Jiao, Manish Gupta, Manik Varma

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Automated knee osteoarthritis severity classification using three-stage preprocessing method and VGG16 architecture.

Deepak Saini, Ashima Khosla, Trilok Chand, Devendra K. Chouhan, Mahesh Prakash

Int. J. Imaging Syst. Technol., May, 2023

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, 2023

Personalized Retrieval over Millions of Items.

Hemanth Vemuri, Sheshansh Agrawal, Shivam Mittal, Deepak Saini, Akshay Soni, Abhinav V. Sambasivan, Wenhao Lu, Yajun Wang, Mehul Parsana, Purushottam Kar, Manik Varma

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Renee: End-To-End Training of Extreme Classification Models.

Vidit Jain, Jatin Prakash, Deepak Saini, Jian Jiao, Ramachandran Ramjee, Manik Varma

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

Deep Encoders with Auxiliary Parameters for Extreme Classification.

Kunal Dahiya, Sachin Yadav, Sushant Sondhi, Deepak Saini, Sonu Mehta, Jian Jiao, Sumeet Agarwal, Purushottam Kar, Manik Varma

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

CognitionNet: A Collaborative Neural Network for Play Style Discovery in Online Skill Gaming Platform.

Rukma Talwadker, Surajit Chakrabarty, Aditya Pareek, Tridib Mukherjee, Deepak Saini

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

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

Proceedings of the WWW '21: The Web Conference 2021, 2021

DECAF: Deep Extreme Classification with Label Features.

Anshul Mittal, Kunal Dahiya, Sheshansh Agrawal, Deepak Saini, Sumeet Agarwal, Purushottam Kar, Manik Varma

Proceedings of the WSDM '21, 2021

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

Proceedings of the WSDM '21, 2021

SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels.

Kunal Dahiya, Ananye Agarwal, Deepak Saini, Gururaj K, Jian Jiao, Amit Singh, Sumeet Agarwal, Purushottam Kar, Manik Varma

Proceedings of the 38th International Conference on Machine Learning, 2021