34 citations · 141 across the 44 of their papers we have counts for
6 papers · 1 filter
Cost-effective Planning of Decarbonized Power-Gas Infrastructure to Meet the Challenges of Heating Electrification
Rahman Khorramfar, Morgan Santoni-Colvin, Saurabh Amin +3
Building heat electrification is central to economy-wide decarbonization efforts and directly affects energy infrastructure planning through increasing electricity demand and reduc…
Market Design for Capacity Sharing in Networks
Saurabh Amin, Patrick Jaillet, Haripriya Pulyassary +1
We study a market mechanism that sets edge prices to incentivize strategic agents to efficiently share limited network capacity. In this market, agents form coalitions, with each c…
Uncertainty Informed Optimal Resource Allocation with Gaussian Process based Bayesian Inference
Samarth Gupta, Saurabh Amin
We focus on the problem of uncertainty informed allocation of medical resources (vaccines) to heterogeneous populations for managing epidemic spread. We tackle two related question…
Strategic Monitoring of Networked Systems with Heterogeneous Security Levels
Jezdimir Milosevic, Mathieu Dahan, Saurabh Amin +1
We consider a strategic network monitoring problem involving the operator of a networked system and an attacker. The operator aims to randomize the placement of multiple protected…
Learning Spatio-Temporal Aggregations for Large-Scale Capacity Expansion Problems
Aron Brenner, Rahman Khorramfar, Saurabh Amin
Effective investment planning decisions are crucial to ensure cyber-physical infrastructures satisfy performance requirements over an extended time horizon. Computing these decisio…
Effective Dimension in Bandit Problems under Censorship
Gauthier Guinet, Saurabh Amin, Patrick Jaillet
In this paper, we study both multi-armed and contextual bandit problems in censored environments. Our goal is to estimate the performance loss due to censorship in the context of c…