A Clustering Approach to Learning Sparsely Used Overcomplete Dictionaries
Agarwal, Alekh, Anandkumar, Animashree, Netrapalli, Praneeth
Published in IEEE transactions on information theory (01.01.2017)
Published in IEEE transactions on information theory (01.01.2017)
Get full text
Journal Article
Phase Retrieval Using Alternating Minimization
Netrapalli, Praneeth, Jain, Prateek, Sanghavi, Sujay
Published in IEEE transactions on signal processing (15.09.2015)
Published in IEEE transactions on signal processing (15.09.2015)
Get full text
Journal Article
Near Optimal Heteroscedastic Regression with Symbiotic Learning
Baby, Dheeraj, Das, Aniket, Nagaraj, Dheeraj, Praneeth Netrapalli
Published in arXiv.org (01.07.2023)
Published in arXiv.org (01.07.2023)
Get full text
Paper
Journal Article
Simplicity Bias in 1-Hidden Layer Neural Networks
Morwani, Depen, Batra, Jatin, Jain, Prateek, Praneeth Netrapalli
Published in arXiv.org (01.02.2023)
Published in arXiv.org (01.02.2023)
Get full text
Paper
Journal Article
DAFT: Distilling Adversarially Fine-tuned Models for Better OOD Generalization
Nasery, Anshul, Addepalli, Sravanti, Praneeth Netrapalli, Jain, Prateek
Published in arXiv.org (19.08.2022)
Published in arXiv.org (19.08.2022)
Get full text
Paper
Journal Article
MET: Masked Encoding for Tabular Data
Majmundar, Kushal, Goyal, Sachin, Praneeth Netrapalli, Jain, Prateek
Published in arXiv.org (17.06.2022)
Published in arXiv.org (17.06.2022)
Get full text
Paper
Journal Article
Second Order Methods for Bandit Optimization and Control
Suggala, Arun, Sun, Y Jennifer, Praneeth Netrapalli, Hazan, Elad
Published in arXiv.org (14.02.2024)
Published in arXiv.org (14.02.2024)
Get full text
Paper
Journal Article
Focus on the Common Good: Group Distributional Robustness Follows
Get full text
Paper
Journal Article
Near-Optimal Lower Bounds For Convex Optimization For All Orders of Smoothness
Garg, Ankit, Kothari, Robin, Praneeth Netrapalli, Sherif, Suhail
Published in arXiv.org (02.12.2021)
Published in arXiv.org (02.12.2021)
Get full text
Paper
Journal Article
Multi-User Reinforcement Learning with Low Rank Rewards
Agarwal, Naman, Jain, Prateek, Kowshik, Suhas, Nagaraj, Dheeraj, Praneeth Netrapalli
Published in arXiv.org (22.05.2023)
Published in arXiv.org (22.05.2023)
Get full text
Paper
Journal Article
Reproducibility in Optimization: Theoretical Framework and Limits
Ahn, Kwangjun, Jain, Prateek, Ji, Ziwei, Kale, Satyen, Praneeth Netrapalli, Shamir, Gil I
Published in arXiv.org (04.12.2022)
Published in arXiv.org (04.12.2022)
Get full text
Paper
Journal Article
MOReL : Model-Based Offline Reinforcement Learning
Kidambi, Rahul, Rajeswaran, Aravind, Praneeth Netrapalli, Joachims, Thorsten
Published in arXiv.org (02.03.2021)
Published in arXiv.org (02.03.2021)
Get full text
Paper
Journal Article
Consistent Multiclass Algorithms for Complex Metrics and Constraints
Narasimhan, Harikrishna, Ramaswamy, Harish G, Tavker, Shiv Kumar, Khurana, Drona, Praneeth Netrapalli, Agarwal, Shivani
Published in arXiv.org (19.10.2022)
Published in arXiv.org (19.10.2022)
Get full text
Paper
Journal Article
Learning an Invertible Output Mapping Can Mitigate Simplicity Bias in Neural Networks
Addepalli, Sravanti, Nasery, Anshul, R Venkatesh Babu, Praneeth Netrapalli, Jain, Prateek
Published in arXiv.org (04.10.2022)
Published in arXiv.org (04.10.2022)
Get full text
Paper
Journal Article
No quantum speedup over gradient descent for non-smooth convex optimization
Garg, Ankit, Kothari, Robin, Praneeth Netrapalli, Sherif, Suhail
Published in arXiv.org (05.10.2020)
Published in arXiv.org (05.10.2020)
Get full text
Paper
Journal Article
Tandem Transformers for Inference Efficient LLMs
Aishwarya, P S, Pranav Ajit Nair, Samaga, Yashas, Boyd, Toby, Kumar, Sanjiv, Jain, Prateek, Praneeth Netrapalli
Published in arXiv.org (26.03.2024)
Published in arXiv.org (26.03.2024)
Get full text
Paper
Journal Article