34 citations · 141 across the 44 of their papers we have counts for
4 papers · 1 filter
Integer Programming-based Error-Correcting Output Code Design for Robust Classification
Samarth Gupta, Saurabh Amin
Error-Correcting Output Codes (ECOCs) offer a principled approach for combining simple binary classifiers into multiclass classifiers. In this paper, we investigate the problem of…
Multi-agent Bayesian Learning with Adaptive Strategies: Convergence and Stability
Manxi Wu, Saurabh Amin, Asuman Ozdaglar
We study learning dynamics induced by strategic agents who repeatedly play a game with an unknown payoff-relevant parameter. In each step, an information system estimates a belief…
Stochastic Resource Allocation for Electricity Distribution Network Resilience
Derek Chang, Devendra Shelar, Saurabh Amin
In recent years, it has become crucial to improve the resilience of electricity distribution networks (DNs) against storm-induced failures. Microgrids enabled by Distributed Energy…
Analysis and Design of Vehicle Platooning Operations on Mixed-Traffic Highways
Li Jin, Mladen Cicic, Karl H. Johansson +1
Platooning of connected and autonomous vehicles (CAVs) has a significant potential for throughput improvement. However, the interaction between CAVs and non-CAVs may limit the prac…