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08/24/2023
Incentive Mechanism Design for Federated Learning and Unlearning
To protect users' right to be forgotten in federated learning, federated...
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08/22/2023
Supply Function Equilibrium in Networked Electricity Markets
We study deregulated power markets with strategic power suppliers. In de...
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08/11/2023
Optimal EV Charging Decisions Considering Charging Rate Characteristics and Congestion Effects
With the rapid growth in the demand for plug-in electric vehicles (EVs),...
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07/20/2023
Exact Community Recovery in the Geometric SBM
We study the problem of exact community recovery in the Geometric Stocha...
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06/06/2023
Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters
Generalization performance is a key metric in evaluating machine learnin...
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05/27/2023
Collaborative Multi-Agent Video Fast-Forwarding
Multi-agent applications have recently gained significant popularity. In...
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04/03/2023
Attrition-Aware Adaptation for Multi-Agent Patrolling
Multi-agent patrolling is a key problem in a variety of domains such as ...
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09/03/2022
Age-Dependent Differential Privacy
The proliferation of real-time applications has motivated extensive rese...
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06/02/2022
A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning
In this paper, we study a large-scale multi-agent minimax optimization p...
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06/30/2021
Faithful Edge Federated Learning: Scalability and Privacy
Federated learning enables machine learning algorithms to be trained ove...
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08/10/2020
Distributed Multi-agent Video Fast-forwarding
In many intelligent systems, a network of agents collaboratively perceiv...
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07/07/2020
Learning to Price Vehicle Service with Unknown Demand
It can be profitable for vehicle service providers to set service prices...
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06/29/2020
Optimal and Quantized Mechanism Design for Fresh Data Acquisition
The proliferation of real-time applications has spurred much interest in...
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11/27/2019
Monetizing Mobile Data via Data Rewards
Most mobile network operators generate revenues by directly charging use...
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04/22/2019
Investment in EV charging spots for parking
As demand for electric vehicles (EVs) is expanding, meeting the need for...
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02/06/2019
Analyzing Location-Based Advertising for Vehicle Service Providers Using Effective Resistances
Vehicle service providers can display commercial ads in their vehicles b...
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10/07/2018
A General Sensitivity Analysis Approach for Demand Response Optimizations
It is well-known that demand response can improve the system efficiency ...
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09/09/2018