Prashant Trivedi

According to our database, Prashant Trivedi authored at least 13 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Adaptive Multi-Scale Correlation Meta-Network for Few-Shot Remote Sensing Image Classification.

Anurag Kaushish, Ayan Sar, Sampurna Roy, Sudeshna Chakraborty, Prashant Trivedi, Tanupriya Choudhury, Kanav Gupta

CoRR, January, 2026

Improved Sample Complexity Bounds For Diffusion Model Training Without Empirical Risk Minimizer Access.

Mudit Gaur, Prashant Trivedi, Sasidhar Kunapuli, Amrit Singh Bedi, Vaneet Aggarwal

Trans. Mach. Learn. Res., 2026

2025

Generative Modeling with Continuous Flows: Sample Complexity of Flow Matching.

Mudit Gaur, Prashant Trivedi, Shuchin Aeron, Amrit Singh Bedi, George K. Atia, Vaneet Aggarwal

CoRR, December, 2025

Regret Lower Bounds for Decentralized Multi-Agent Stochastic Shortest Path Problems.

Utkarsh U. Chavan, Prashant Trivedi, Nandyala Hemachandra

CoRR, November, 2025

Sample Complexity of Diffusion Model Training Without Empirical Risk Minimizer Access.

Mudit Gaur, Prashant Trivedi, Sasidhar Kunapuli, Amrit Singh Bedi, Vaneet Aggarwal

CoRR, May, 2025

Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment.

Prashant Trivedi, Souradip Chakraborty, Avinash Reddy, Vaneet Aggarwal, Amrit Singh Bedi, George K. Atia

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2023

Multi-Agent Natural Actor-Critic Reinforcement Learning Algorithms.

Prashant Trivedi, Nandyala Hemachandra

Dyn. Games Appl., March, 2023

Multi-Agent congestion cost minimization with linear function approximation.

Prashant Trivedi, Nandyala Hemachandra

CoRR, 2023

Multi-Agent congestion cost minimization with linear function approximations.

Prashant Trivedi, Nandyala Hemachandra

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Noise Robust Core-stable Coalitions of Hedonic Games.

Prashant Trivedi, Nandyala Hemachandra

Proceedings of the Asian Conference on Machine Learning, 2022

2021

Learning Noisy Hedonic Games.

Prashant Trivedi, Nandyala Hemachandra

CoRR, 2021

2020

On Feature Interactions Identified by Shapley Values of Binary Classification Games.

Sandhya Tripathi, N. Hemachandra, Prashant Trivedi

CoRR, 2020

Interpretable feature subset selection: A Shapley value based approach.

Sandhya Tripathi, N. Hemachandra, Prashant Trivedi

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020