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07/08/2023
Market Design for Dynamic Pricing and Pooling in Capacitated Networks
We study a market mechanism that sets edge prices to incentivize strateg...
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06/30/2023
Uncertainty Informed Optimal Resource Allocation with Gaussian Process based Bayesian Inference
We focus on the problem of uncertainty informed allocation of medical re...
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03/16/2023
Learning Spatio-Temporal Aggregations for Large-Scale Capacity Expansion Problems
Effective investment planning decisions are crucial to ensure cyber-phys...
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02/14/2023
Effective Dimension in Bandit Problems under Censorship
In this paper, we study both multi-armed and contextual bandit problems ...
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09/24/2022
Graph Representation Learning for Energy Demand Data: Application to Joint Energy System Planning under Emissions Constraints
A rapid transformation of current electric power and natural gas (NG) in...
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06/12/2022
Convergence and Stability of Coupled Belief–Strategy Learning Dynamics in Continuous Games
We propose a learning dynamics to model how strategic agents repeatedly ...
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05/05/2022
Optimal Information Provision for Strategic Hybrid Workers
We study the problem of information provision by a strategic central pla...
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04/01/2022
Green Routing Game: Strategic Logistical Planning using Mixed Fleets of ICEVs and EVs
This paper introduces a "green" routing game between multiple logistic o...
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03/27/2022
Interpretable Machine Learning Models for Modal Split Prediction in Transportation Systems
Modal split prediction in transportation networks has the potential to s...
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11/05/2021
Damage Estimation and Localization from Sparse Aerial Imagery
Aerial images provide important situational awareness for responding to ...
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09/02/2021
Multi-agent Bayesian Learning with Best Response Dynamics: Convergence and Stability
We study learning dynamics induced by strategic agents who repeatedly pl...
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05/07/2021
Probabilistic Modeling of Hurricane Wind-Induced Damage in Infrastructure Systems
This paper presents a modeling approach for probabilistic estimation of ...
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02/18/2021
Efficient Carpooling and Toll Pricing for Autonomous Transportation
In this paper, we address the existence and computation of competitive e...
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10/30/2020
Integer Programming-based Error-Correcting Output Code Design for Robust Classification
Error-Correcting Output Codes (ECOCs) offer a principled approach for co...
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10/18/2020
Multi-agent Bayesian Learning with Adaptive Strategies: Convergence and Stability
We study learning dynamics induced by strategic agents who repeatedly pl...
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04/08/2020
Stochastic Resource Allocation for Electricity Distribution Network Resilience
In recent years, it has become crucial to improve the resilience of elec...
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05/17/2019
Semantic Analysis of Traffic Camera Data: Topic Signal Extraction and Anomalous Event Detection
Traffic Management Centers (TMCs) routinely use traffic cameras to provi...
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05/11/2019
Learning an Unknown Network State in Routing Games
We study learning dynamics induced by myopic travelers who repeatedly pl...
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03/18/2019
A Network Monitoring Game with Heterogeneous Component Criticality Levels
We consider an attacker-operator game for monitoring a large-scale netwo...
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11/20/2018
Probability Distributions on Partially Ordered Sets and Network Security Games
We consider the following problem: Does there exist a probability distri...
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10/04/2018
DER Allocation and Line Repair Scheduling for Storm-induced Failures in Distribution Networks
Electricity distribution networks (DNs) in many regions are increasingly...
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09/27/2018
Semantic Topic Analysis of Traffic Camera Images
Traffic cameras are commonly deployed monitoring components in road infr...
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08/31/2018
Value of Information Systems in Routing Games
We study a routing game in an environment with multiple heterogeneous in...
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04/02/2018
Securing Infrastructure Facilities: When does proactive defense help?
Infrastructure systems are increasingly facing new security threats due ...
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04/02/2018
Security of Transportation Networks: Modeling Attacker-Defender Interaction
Transportation networks are increasingly facing new security threats due...
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03/22/2018