Alert button
Picture for Praneeth Netrapalli

Praneeth Netrapalli

Alert button

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

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

Figure 1 for Optimistic MLE -- A Generic Model-based Algorithm for Partially Observable Sequential Decision Making
Figure 2 for Optimistic MLE -- A Generic Model-based Algorithm for Partially Observable Sequential Decision Making
Viaarxiv icon

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

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

Figure 1 for DAFT: Distilling Adversarially Fine-tuned Models for Better OOD Generalization
Figure 2 for DAFT: Distilling Adversarially Fine-tuned Models for Better OOD Generalization
Figure 3 for DAFT: Distilling Adversarially Fine-tuned Models for Better OOD Generalization
Figure 4 for DAFT: Distilling Adversarially Fine-tuned Models for Better OOD Generalization
Viaarxiv icon

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

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

Figure 1 for All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP)
Figure 2 for All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP)
Figure 3 for All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP)
Figure 4 for All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP)
Viaarxiv icon

MET: Masked Encoding for Tabular Data

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

Figure 1 for MET: Masked Encoding for Tabular Data
Figure 2 for MET: Masked Encoding for Tabular Data
Figure 3 for MET: Masked Encoding for Tabular Data
Figure 4 for MET: Masked Encoding for Tabular Data
Viaarxiv icon

Reproducibility in Optimization: Theoretical Framework and Limits

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

Figure 1 for Reproducibility in Optimization: Theoretical Framework and Limits
Viaarxiv icon

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

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

Viaarxiv icon

Online Target Q-learning with Reverse Experience Replay: Efficiently finding the Optimal Policy for Linear MDPs

Oct 19, 2021
Naman Agarwal, Syomantak Chaudhuri, Prateek Jain, Dheeraj Nagaraj, Praneeth Netrapalli

Figure 1 for Online Target Q-learning with Reverse Experience Replay: Efficiently finding the Optimal Policy for Linear MDPs
Figure 2 for Online Target Q-learning with Reverse Experience Replay: Efficiently finding the Optimal Policy for Linear MDPs
Figure 3 for Online Target Q-learning with Reverse Experience Replay: Efficiently finding the Optimal Policy for Linear MDPs
Figure 4 for Online Target Q-learning with Reverse Experience Replay: Efficiently finding the Optimal Policy for Linear MDPs
Viaarxiv icon

Focus on the Common Good: Group Distributional Robustness Follows

Oct 06, 2021
Vihari Piratla, Praneeth Netrapalli, Sunita Sarawagi

Figure 1 for Focus on the Common Good: Group Distributional Robustness Follows
Figure 2 for Focus on the Common Good: Group Distributional Robustness Follows
Figure 3 for Focus on the Common Good: Group Distributional Robustness Follows
Figure 4 for Focus on the Common Good: Group Distributional Robustness Follows
Viaarxiv icon

Near-optimal Offline and Streaming Algorithms for Learning Non-Linear Dynamical Systems

Jun 04, 2021
Prateek Jain, Suhas S Kowshik, Dheeraj Nagaraj, Praneeth Netrapalli

Figure 1 for Near-optimal Offline and Streaming Algorithms for Learning Non-Linear Dynamical Systems
Figure 2 for Near-optimal Offline and Streaming Algorithms for Learning Non-Linear Dynamical Systems
Figure 3 for Near-optimal Offline and Streaming Algorithms for Learning Non-Linear Dynamical Systems
Viaarxiv icon

Minimax Optimization with Smooth Algorithmic Adversaries

Jun 02, 2021
Tanner Fiez, Chi Jin, Praneeth Netrapalli, Lillian J. Ratliff

Figure 1 for Minimax Optimization with Smooth Algorithmic Adversaries
Figure 2 for Minimax Optimization with Smooth Algorithmic Adversaries
Figure 3 for Minimax Optimization with Smooth Algorithmic Adversaries
Figure 4 for Minimax Optimization with Smooth Algorithmic Adversaries
Viaarxiv icon