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Praneeth Netrapalli

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HiRE: High Recall Approximate Top-$k$ Estimation for Efficient LLM Inference

Feb 14, 2024
Yashas Samaga B L, Varun Yerram, Chong You, Srinadh Bhojanapalli, Sanjiv Kumar, Prateek Jain, Praneeth Netrapalli

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Second Order Methods for Bandit Optimization and Control

Feb 14, 2024
Arun Suggala, Y. Jennifer Sun, Praneeth Netrapalli, Elad Hazan

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Tandem Transformers for Inference Efficient LLMs

Feb 13, 2024
Aishwarya P S, Pranav Ajit Nair, Yashas Samaga, Toby Boyd, Sanjiv Kumar, Prateek Jain, Praneeth Netrapalli

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Steering Deep Feature Learning with Backward Aligned Feature Updates

Nov 30, 2023
Lénaïc Chizat, Praneeth Netrapalli

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Near Optimal Heteroscedastic Regression with Symbiotic Learning

Jul 01, 2023
Dheeraj Baby, Aniket Das, Dheeraj Nagaraj, Praneeth Netrapalli

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Simplicity Bias in 1-Hidden Layer Neural Networks

Feb 01, 2023
Depen Morwani, Jatin Batra, Prateek Jain, Praneeth Netrapalli

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Consistent Multiclass Algorithms for Complex Metrics and Constraints

Oct 19, 2022
Harikrishna Narasimhan, Harish G. Ramaswamy, Shiv Kumar Tavker, Drona Khurana, Praneeth Netrapalli, Shivani Agarwal

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Multi-User Reinforcement Learning with Low Rank Rewards

Oct 11, 2022
Naman Agarwal, Prateek Jain, Suhas Kowshik, Dheeraj Nagaraj, Praneeth Netrapalli

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Learning an Invertible Output Mapping Can Mitigate Simplicity Bias in Neural Networks

Oct 04, 2022
Sravanti Addepalli, Anshul Nasery, R. Venkatesh Babu, Praneeth Netrapalli, Prateek Jain

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