Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Simplicity Bias in 1-Hidden Layer Neural Networks


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

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

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

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Multi-User Reinforcement Learning with Low Rank Rewards


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

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

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

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Optimistic MLE -- A Generic Model-based Algorithm for Partially Observable Sequential Decision Making


Sep 29, 2022
Qinghua Liu, Praneeth Netrapalli, Csaba Szepesvari, Chi Jin

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

DAFT: Distilling Adversarially Fine-tuned Models for Better OOD Generalization


Aug 19, 2022
Anshul Nasery, Sravanti Addepalli, Praneeth Netrapalli, Prateek Jain

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP)


Jun 17, 2022
Ashwin Vaswani, Gaurav Aggarwal, Praneeth Netrapalli, Narayan G Hegde

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

MET: Masked Encoding for Tabular Data


Jun 17, 2022
Kushal Majmundar, Sachin Goyal, Praneeth Netrapalli, Prateek Jain

Add code

* Under Review, 18 pages, 6 Tables, 4 Figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Reproducibility in Optimization: Theoretical Framework and Limits


Feb 09, 2022
Kwangjun Ahn, Prateek Jain, Ziwei Ji, Satyen Kale, Praneeth Netrapalli, Gil I. Shamir

Add code

* 51 pages 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Near-Optimal Lower Bounds For Convex Optimization For All Orders of Smoothness


Dec 02, 2021
Ankit Garg, Robin Kothari, Praneeth Netrapalli, Suhail Sherif

Add code

* To be presented as a spotlight talk at NeurIPS 2021 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
3
4
5
6
7
>>