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04/07/2023
Full Gradient Deep Reinforcement Learning for Average-Reward Criterion
We extend the provably convergent Full Gradient DQN algorithm for discou...
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01/27/2023
Multilayer hypergraph clustering using the aggregate similarity matrix
We consider the community recovery problem on a multilayer variant of th...
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10/19/2021
Stability analysis of two-class retrial systems with constant retrial rates and general service times
We establish stability criterion for a two-class retrial system with Poi...
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09/23/2020
Higher-Order Spectral Clustering for Geometric Graphs
The present paper is devoted to clustering geometric graphs. While the s...
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09/17/2020
Online Algorithms for Estimating Change Rates of Web Pages
For providing quick and accurate search results, a search engine maintai...
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09/04/2020
LFGCN: Levitating over Graphs with Levy Flights
Due to high utility in many applications, from social networks to blockc...
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08/11/2020
Estimation of Static Community Memberships from Temporal Network Data
This article studies the estimation of static community memberships from...
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08/06/2020
Red Light Green Light Method for Solving Large Markov Chains
Discrete-time discrete-state finite Markov chains are versatile mathemat...
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07/29/2020
Almost exact recovery in noisy semi-supervised learning
This paper investigates noisy graph-based semi-supervised learning or co...
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07/08/2020
Dynamic social learning under graph constraints
We argue that graph-constrained dynamic choice with reinforcement can be...
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04/29/2020
Whittle index based Q-learning for restless bandits with average reward
A novel reinforcement learning algorithm is introduced for multiarmed re...
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04/05/2020
Change Rate Estimation and Optimal Freshness in Web Page Crawling
For providing quick and accurate results, a search engine maintains a lo...
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10/20/2019
Spectral bounds of the regularized normalized Laplacian for random geometric graphs
In this work, we study the spectrum of the regularized normalized Laplac...
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10/20/2019
Spectral Analysis of the Adjacency Matrix of Random Geometric Graphs
In this article, we analyze the limiting eigenvalue distribution (LED) o...
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10/20/2019
Eigenvalues and Spectral Dimension of Random Geometric Graphs in Thermodynamic Regime
Network geometries are typically characterized by having a finite spectr...
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03/05/2019
Distributed Cooperative Caching for VoD with Geographic Constraints
We consider caching of video streams in a cellular network in which each...
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10/07/2018
Graphlet Count Estimation via Convolutional Neural Networks
Graphlets are defined as k-node connected induced subgraph patterns. For...
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09/04/2018
Multi-Path Alpha-Fair Resource Allocation at Scale in Distributed Software Defined Networks
The performance of computer networks relies on how bandwidth is shared a...
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06/20/2018
Mean Field Analysis of Personalized PageRank with Implications for Local Graph Clustering
We analyse a mean-field model of Personalized PageRank on the Erdos-Reny...
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03/19/2018
Impulsive Control for G-AIMD Dynamics with Relaxed and Hard Constraints
Motivated by various applications from Internet congestion control to po...
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02/08/2018
Lower Bounds for the Fair Resource Allocation Problem
The α-fair resource allocation problem has received remarkable attention...
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01/07/2018
Metastability in Stochastic Replicator Dynamics
We consider a novel model of stochastic replicator dynamics for potentia...
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11/27/2017
Real-Time Fair Resource Allocation in Distributed Software Defined Networks
The performance of computer networks relies on how bandwidth is shared a...
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04/06/2017
On the equivalence between multiclass processor sharing and random order scheduling policies
Consider a single server system serving a multiclass population. Some po...
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04/06/2017
On the equivalence between multiclass PS-type scheduling policies
Consider a single server queue serving a multiclass population. Some pop...
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10/19/2015