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Alessandro Lonardi
,
Diego Baptista Theuerkauf
,
Caterina De Bacco
.
Immiscible Color Flows in Optimal Transport Networks for Image Classification
. Frontiers in Physics, 11, 2023.
Preprint
PDF
Code
Source Document
Caterina De Bacco
,
Martina Contisciani
,
J Cardoso-Silva
,
Hadiseh Safdari
,
Diego Baptista Theuerkauf
,
T Sweet
,
JG Young
,
J Koster
,
C T Ross
,
R McElreath
,
D Redhead
,
E A Power
.
Latent Network Models to Account for Noisy, Multiply-Reported Social Network Data
. Journal of the Royal Statistical Society Series A: Statistics in Society, qnac004, 2023.
Preprint
PDF
Code
Source Document
Alessandro Lonardi
,
E Facca
,
M Putti
,
Caterina De Bacco
.
Infrastructure adaptation and emergence of loops in network routing with time-dependent loads
. Physical Review E 107, 024302, 2023.
Preprint
PDF
Code
Source Document
Nicolò Ruggeri
,
Martina Contisciani
,
F Battiston
,
Caterina De Bacco
.
Generalized Inference of Mesoscale Structures in Higher-order Networks
.
Submitted
, 2023.
Preprint
PDF
Code
Hadiseh Safdari
,
Martina Contisciani
,
Caterina De Bacco
.
Anomaly, reciprocity, and community detection in networks
.
Submitted
, 2023.
Preprint
PDF
Diego Baptista Theuerkauf
,
Caterina De Bacco
.
AConvergence properties of optimal transport-based temporal hypernetworks
. Applied Network Science 8:3, 2023.
Preprint
PDF
Source Document
Nicolò Ruggeri
,
F Battiston
,
Caterina De Bacco
.
A Principled, Flexible and Efficient Framework for Hypergraph Benchmarking
.
Submitted
, 2023.
Preprint
PDF
Code
Hadiseh Safdari
,
Caterina De Bacco
.
Anomaly detection and community detection in networks
. Journal of Big Data 9: 122, 2022.
Preprint
PDF
Code
Source Document
Martina Contisciani
,
F Battiston
,
Caterina De Bacco
.
Inference of hyperedges and overlapping communities in hypergraphs
. Nature Communications, Vol 13, 7229 (2022), 2022.
Preprint
PDF
Code
Source Document
Daniela Leite
,
Diego Baptista Theuerkauf
,
Abdullahi Adinoyi Ibrahim
,
E Facca
,
Caterina De Bacco
.
Community Detection in networks by Dynamical Optimal Transport Formulation
. Scientific Reports Vol 12, 16811 (2022), 2022.
Preprint
PDF
Code
Source Document
Daniela Leite
,
Caterina De Bacco
.
Revealing the similarity between urban transportation networks and optimal transport-based infrastructures
.
Submitted
, 2022.
Preprint
PDF
Code
Martina Contisciani
,
Hadiseh Safdari
,
Caterina De Bacco
.
Community detection and reciprocity in networks by jointly modeling pairs of edges
. Journal of Complex Networks 10, cnac034, 2022.
Preprint
PDF
Code
Source Document
Sameh Othman
,
Johannes Schulz
,
M Baity-Jesi
,
Caterina De Bacco
.
Modeling Node Exposure for Community Detection in Networks
. Int. Conf. on Complex Networks and Their Applications, COMPLEX NETWORKS (2022), 2022.
Preprint
PDF
Abdullahi Adinoyi Ibrahim
,
Daniela Leite
,
Caterina De Bacco
.
Sustainable optimal transport in multilayer networks
. Phys. Rev. E 105, 064302, 2022.
Preprint
PDF
Code
Source Document
Laura Iacovissi
,
Caterina De Bacco
.
The interplay between ranking and communities in networks
. Scientific Reports Vol 12, 8992 (2022), 2022.
Preprint
PDF
Code
Source Document
Alessandro Lonardi
,
M Putti
,
Caterina De Bacco
.
Multicommodity routing optimization for engineering networks
. Scientific Reports Vol 12, 7474 (2022), 2022.
Preprint
PDF
Code
Source Document
K Higham
,
Martina Contisciani
,
Caterina De Bacco
.
Multilayer patent citation networks: A comprehensive analytical framework for studying explicit technological relationships
. Technological Forecasting and Social Change, 2022.
Preprint
PDF
Code
Source Document
D Sridhar
,
Caterina De Bacco
,
D Blei
.
Estimating Social Influence from Observational Data
. First Conference on Causal Learning and Reasoning, 2022.
Preprint
PDF
Code
Source Document
Hadiseh Safdari
,
Martina Contisciani
,
Caterina De Bacco
.
Reciprocity, community detection, and link prediction in dynamic networks
. Journal of Physics: Complexity, 2022.
Preprint
PDF
Code
Source Document
Alessandro Lonardi
,
E Facca
,
M Putti
,
Caterina De Bacco
.
Designing optimal networks for multicommodity transport problem
. Physical Review Research, 3(043010),(2021), 2021.
Preprint
PDF
Code
Source Document
Diego Baptista Theuerkauf
,
Caterina De Bacco
.
Convergence properties of optimal transport-based temporal networks
. Proc. of the Tenth Int. Conf. on Complex Networks and Their Applications, COMPLEX NETWORKS (2021), 2021.
Preprint
PDF
Code
Diego Baptista Theuerkauf
,
Caterina De Bacco
.
Principled network extraction from images
. R. Soc. Open Science, Vol 8, 210025 (2021), 2021.
Preprint
PDF
Code
Source Document
Abdullahi Adinoyi Ibrahim
,
Alessandro Lonardi
,
Caterina De Bacco
.
Optimal Transport in Multilayer Networks for Traffic Flow Optimization for Traffic Flow Optimization
. Algorithms, 14(7), 189 (2021), 2021.
Preprint
PDF
Code
Source Document
Hadiseh Safdari
,
Martina Contisciani
,
Caterina De Bacco
.
A generative model for reciprocity and community detection in networks
. Phys. Rev. Research Vol 3, 023209 (2021), 2021.
Preprint
PDF
Code
Source Document
Diego Baptista Theuerkauf
,
Daniela Leite
,
E Facca
,
M Putti
,
Caterina De Bacco
.
Network extraction by routing optimization
. Scientific Reports Vol 10, 20806 (2020), 2020.
Preprint
PDF
Code
Source Document
Martina Contisciani
,
E A Power
,
Caterina De Bacco
.
Community detection with node attributes in multilayer networks
. Scientific Reports Vol 10, 15736 (2020), 2020.
Preprint
PDF
Code
Source Document
Nicolò Ruggeri
,
Caterina De Bacco
.
Sampling on networks: estimating spectral centrality measures and their impact in evaluating other relevant network measures
. Applied Network Science 5:81 (2020), 2020.
Preprint
PDF
Code
Source Document
Nicolò Ruggeri
,
Caterina De Bacco
.
Sampling on Networks: Estimating Eigenvector Centrality on Incomplete Networks
. International Conference on Complex Networks and Their Applications, 2019.
Preprint
PDF
Code
Source Document
A Berdhal
,
et al.
.
Dynamics of beneficial epidemics
. Scientific Reports, 2019.
Preprint
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Source Document
Caterina De Bacco
,
D B Larremore
,
C Moore
.
A physical model for efficient ranking in networks
. Science Advances, Vol 4, 7, eaar8260, 2018.
Preprint
PDF
Code
Source Document
C Brelsford
,
Caterina De Bacco
.
Are `Water Smart Landscapes' Contagious? An epidemic approach on networks to study peer effects
.
In Press
, 2018.
Preprint
PDF
Source Document
T Barthel
,
Caterina De Bacco
,
S Franz
.
Matrix product algorithm for stochastic dynamics on networks applied to nonequilibrium Glauber dynamics
. Phys. Rev. E 97, 010104
R
, 2018.
Preprint
PDF
Code
Source Document
Caterina De Bacco
,
E A Power
,
D B Larremore
,
C Moore
.
Community detection, link prediction, and layer interdependence in multilayer networks
. Phys. Rev. E 95, 042317, 2017.
Preprint
PDF
Code
Source Document
T Leiseur
,
Caterina De Bacco
,
J Banks
,
F Krzakala
,
C Moore
,
L Zdeborova
.
Phase transitions and optimal algorithms in high-dimensional Gaussian mixture clustering
. Proc. 54th Annual Allerton Conference on Communication, Control, and Computing (2016), 2016.
Preprint
PDF
Source Document
U Bhat
,
Caterina De Bacco
,
S Redner
.
Stochastic Search with Poisson and Deterministic Resetting
. J. Stat. Mech. 083401 (2016), 2016.
Preprint
PDF
Source Document
Caterina De Bacco
,
A Guggiola
,
P Paga
,
R Khun
.
Rare events statistics for random walks on networks
. Journal of Physics A, 49.18: 184003 (2016), 2016.
Preprint
PDF
Source Document
F Altarelli
,
A Braunstein
,
L Dall' Asta
,
Caterina De Bacco
,
S Franz
.
The edge-disjoint path problem on random graphs by message-passing
. PloS one 10.12 (2015), 2015.
Preprint
PDF
Code
Source Document
Caterina De Bacco
.
Decentralized network control, optimization and random walks on networks
. PhD Thesis, 2015.
Preprint
PDF
Caterina De Bacco
,
S Majumdar
,
P Sollich
.
The average number of distinct sites visited by a random walker on random graphs
. Journal of Physics A: 48.20: 205004 (2015), 2015.
Preprint
PDF
Source Document
Caterina De Bacco
,
F Baldovin
,
E Orlandini
,
K Sekimoto
.
Non-equilibrium statistical mechanics of the heat bath for two Brownian particles, Internal degrees of freedom found where there shouldn't be
. Proceedings ASTE Vol.B11 2015.3 (2015), 2015.
Preprint
PDF
Source Document
Caterina De Bacco
,
S Franz
,
D Saad
,
C H Yeun
.
Shortest node-disjoint paths on random graphs
. J. Stat. Mech.P07009 (2014), 2014.
Preprint
PDF
Source Document
Caterina De Bacco
,
F Baldovin
,
E Orlandini
,
K Sekimoto
.
Non-equilibrium statistical mechanics of the heat bath for two Brownian particles
. Phys. Rev. Lett. 112, 180605 (2014), 2014.
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