Nilesh Gupta

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

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Classification Rule Mining

Top Venues

Publications

Nilesh Gupta, Devvrit, Ankit Singh Rawat, Srinadh Bhojanapalli, Prateek Jain, Inderjit S. Dhillon
Dual-Encoders for Extreme Multi-label Classification. ICLR (2024)
Atula Tejaswi, Nilesh Gupta, Eunsol Choi
Exploring Design Choices for Building Language-Specific LLMs. CoRR (2024)
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
NGAME: Negative Mining-aware Mini-batching for Extreme Classification. WSDM (2023)
Nilesh Gupta, Devvrit Khatri, Ankit S. Rawat, Srinadh Bhojanapalli, Prateek Jain, Inderjit S. Dhillon
Efficacy of Dual-Encoders for Extreme Multi-Label Classification. CoRR (2023)
Ramnath Kumar, Anshul Mittal, Nilesh Gupta, Aditya Kusupati, Inderjit S. Dhillon, Prateek Jain
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval. CoRR (2023)
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
NGAME: Negative Mining-aware Mini-batching for Extreme Classification. CoRR (2022)
Nilesh Gupta, Patrick H. Chen, Hsiang-Fu Yu, Cho-Jui Hsieh, Inderjit S. Dhillon
ELIAS: End-to-End Learning to Index and Search in Large Output Spaces. NeurIPS (2022)
Nilesh Gupta, Patrick H. Chen, Hsiang-Fu Yu, Cho-Jui Hsieh, Inderjit S. Dhillon
End-to-End Learning to Index and Search in Large Output Spaces. CoRR (2022)
Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit, Manik Varma
Generalized Zero-Shot Extreme Multi-label Learning. KDD (2021)
Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma
Extreme Regression for Dynamic Search Advertising. CoRR (2020)
Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma
Extreme Regression for Dynamic Search Advertising. WSDM (2020)