Search Results for author: Deepesh Hada

Found 2 papers, 1 papers with code

NGAME: Negative Mining-aware Mini-batching for Extreme Classification

no code implementations • 10 Jul 2022 • 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

This paper identifies that memory overheads of popular negative mining techniques often force mini-batch sizes to remain small and slow training down.

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HyperTeNet: Hypergraph and Transformer-based Neural Network for Personalized List Continuation

2 code implementations • 4 Oct 2021 • Vijaikumar M, Deepesh Hada, Shirish Shevade

The personalized list continuation (PLC) task is to curate the next items to user-generated lists (ordered sequence of items) in a personalized way.

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