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06/07/2023
Quantum Distance Calculation for ε-Graph Construction
In machine learning and particularly in topological data analysis, ϵ-gra...
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12/22/2022
Distributed Random Block-Coordinate descent methods for ill-posed composite convex optimisation problems
We develop a novel randomised block coordinate descent primal-dual algor...
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11/30/2021
On the challenges of using D-Wave computers to sample Boltzmann Random Variables
Sampling random variables following a Boltzmann distribution is an NP-ha...
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04/13/2020
DLMP-based Coordination Procedure for Decentralized Demand Response under Distribution Network Constraints
Load aggregators are independent private entities whose goal is to optim...
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11/21/2019
Efficient Estimation of Equilibria in Large Aggregative Games with Coupling Constraints
Aggregative games have many industrial applications, and computing an eq...
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08/07/2019
A Privacy-preserving Method to Optimize Distributed Resource Allocation
We consider a resource allocation problem involving a large number of ag...
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06/04/2019
Nonatomic Aggregative Games with Infinitely Many Types
We define and analyze the notion of variational Wardrop equilibrium for ...
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03/07/2019
A Privacy-preserving Disaggregation Algorithm for Non-intrusive Management of Flexible Energy
We consider a resource allocation problem involving a large number of ag...
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12/05/2018
Peer-to-Peer Electricity Market Analysis: From Variational to Generalized Nash Equilibrium
We consider a network of prosumers involved in peer-to-peer energy excha...
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10/02/2018
Efficient Estimation of Equilibria of Large Congestion Games with Heterogeneous Players
Computing an equilibrium in congestion games can be challenging when the...
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06/16/2018
Nonsmooth Aggregative Games with Coupling Constraints and Infinitely Many Classes of Players
After defining a pure-action profile in a nonatomic aggregative game, wh...
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04/09/2018
Routing Game on Parallel Networks: the Convergence of Atomic to Nonatomic
We consider an instance of a nonatomic routing game. We assume that the ...
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12/22/2017
Analysis and Implementation of a Hourly Billing Mechanism for Demand Response Management
An important part of the Smart Grid literature on residential Demand Res...
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11/30/2017
Demand Response in the Smart Grid: the Impact of Consumers Temporal Preferences
In Demand Response programs, price incentives might not be sufficient to...
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11/29/2017