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07/12/2023
A Linear Algebraic Framework for Dynamic Scheduling Over Memory-Equipped Quantum Networks
Quantum Internetworking is a recent field that promises numerous interes...
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12/10/2022
Optimal Influencer Marketing Campaign Under Budget Constraints Using Frank-Wolfe
Influencer marketing has become a thriving industry with a global market...
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11/08/2022
Improving Graph Neural Networks at Scale: Combining Approximate PageRank and CoreRank
Graph Neural Networks (GNNs) have achieved great successes in many learn...
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09/05/2022
SlateFree: a Model-Free Decomposition for Reinforcement Learning with Slate Actions
We consider the problem of sequential recommendations, where at each ste...
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06/20/2022
A Fast Algorithm for Ranking Users by their Influence in Online Social Platforms
Measuring the influence of users in social networks is key for numerous ...
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05/20/2022
A Linear Algebraic Framework for Quantum Internet Dynamic Scheduling
Future quantum internet aims to enable quantum communication between arb...
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09/23/2021
Bayesian Inference of a Social Graph with Trace Feasibility Guarantees
Network inference is the process of deciding what is the true unknown gr...
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07/05/2021
Ranking Online Social Users by their Influence
We introduce an original mathematical model to analyse the diffusion of ...
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04/02/2021
Fairness in Network-Friendly Recommendations
As mobile traffic is dominated by content services (e.g., video), which ...
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12/07/2020
SOBA: Session optimal MDP-based network friendly recommendations
Caching content over CDNs or at the network edge has been solidified as ...
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12/07/2020
Sequential Resource Access: Theory and Algorithm
We formulate and analyze a generic sequential resource access problem ar...
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02/19/2019
Performance Analysis of Online Social Platforms
We introduce an original mathematical model to analyze the diffusion of ...
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01/24/2018
Optimal Cache Leasing from a Mobile Network Operator to a Content Provider
Caching popular content at the wireless edge is recently proposed as a m...
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03/02/2017
Wireless Node Cooperation with Resource Availability Constraints
Base station cooperation is a promising scheme to improve network perfor...
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12/13/2016