Incentive mechanisms for federated learning: From economic and game theoretic perspective

X Tu, K Zhu, NC Luong, D Niyato… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Federated learning (FL) becomes popular and has shown great potentials in training large-
scale machine learning (ML) models without exposing the owners' raw data. In FL, the data …

Econophysics review: II. Agent-based models

A Chakraborti, IM Toke, M Patriarca… - Quantitative …, 2011 - Taylor & Francis
This article is the second part of a review of recent empirical and theoretical developments
usually grouped under the heading Econophysics. In the first part, we reviewed the statistical …

[图书][B] Sociophysics: an introduction

P Sen, BK Chakrabarti - 2014 - books.google.com
This book discusses the study and analysis of the physical aspects of social systems and
models, inspired by the analogy with familiar models of physical systems and possible …

Statistical mechanics of competitive resource allocation using agent-based models

A Chakraborti, D Challet, A Chatterjee, M Marsili… - Physics Reports, 2015 - Elsevier
Demand outstrips available resources in most situations, which gives rise to competition,
interaction and learning. In this article, we review a broad spectrum of multi-agent models of …

Centralized and distributed age of information minimization with nonlinear aging functions in the Internet of Things

T Park, W Saad, B Zhou - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Resource management in Internet-of-Things (IoT) systems is a major challenge due to the
massive scale and heterogeneity of the IoT system. For instance, most IoT applications …

When network slicing meets prospect theory: A service provider revenue maximization framework

R Fantacci, B Picano - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
Recently, the network slicing technology has emerged enabling network operators to
provide dedicated virtual networks to customers, over a common network infrastructure. This …

Development of econophysics: A biased account and perspective from Kolkata

BK Chakrabarti, A Sinha - Entropy, 2021 - mdpi.com
We present here a somewhat personalized account of the emergence of econophysics as
an attractive research topic in physical, as well as social, sciences. After a rather detailed …

Mean field equilibria for resource competition in spatial settings

P Yang, K Iyer, P Frazier - Stochastic Systems, 2018 - pubsonline.informs.org
We study a model of competition among nomadic agents for time-varying and location-
specific resources arising in crowdsourced transportation services, online communities, and …

Partitioning problems via random processes

M Anastos, O Cooley, M Kang… - Journal of the London …, 2024 - Wiley Online Library
There are a number of well‐known problems and conjectures about partitioning graphs to
satisfy local constraints. For example, the majority colouring conjecture of Kreutzer, Oum …

Statistics of the kolkata paise restaurant problem

A Ghosh, A Chatterjee, M Mitra… - New Journal of …, 2010 - iopscience.iop.org
We study the dynamics of a few stochastic learning strategies for the'Kolkata Paise
Restaurant'problem, where N agents choose among N equally priced but differently ranked …