Mauricio Barahona

109 papers A* 2A 2C 3Misc 1Journal 93Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Synergy mediates long-range correlations in the visual cortex near criticality. Frontiers Comput. Neurosci. Hardik Rajpal, Cedric Stefens, Meghdad Saeedian, Joe S. Canzano, Michael G. Kareithi, Mauricio Barahona, Spencer LaVere Smith, Simon R. Schultz, Henrik Jeldtoft Jensen
2025	A	`conf`	Information-Theoretic Measures on Lattices for Higher-Order Interactions. AISTATS Zhaolu Liu, Mauricio Barahona, Robert L. Peach
2025	J	`jnl`	Information-theoretic signatures of causality in Bayesian networks and hypergraphs. CoRR Sung En Chiang, Zhaolu Liu, Robert L. Peach, Mauricio Barahona
2025	J	`jnl`	MCbiF: Measuring Topological Autocorrelation in Multiscale Clusterings via 2-Parameter Persistent Homology. CoRR Juni Schindler, Mauricio Barahona
2025	A*	`conf`	Permutation-Free High-Order Interaction Tests. ICML Zhaolu Liu, Robert L. Peach, Mauricio Barahona
2024	J	`jnl`	Algorithm 1044: PyGenStability, a Multiscale Community Detection Framework with Generalized Markov Stability. ACM Trans. Math. Softw. Alexis Arnaudon, Dominik J. Schindler, Robert L. Peach, Adam Gosztolai, Maxwell Hodges, Michael T. Schaub, Mauricio Barahona
2024	J	`jnl`	Comparing natural language processing representations of coded disease sequences for prediction in electronic health records. J. Am. Medical Informatics Assoc. Thomas Beaney, Sneha Jha, Asem Alaa, Alexander Smith, Jonathan Clarke, Thomas Woodcock, Azeem Majeed, Paul Aylin, Mauricio Barahona
2024	J	`jnl`	Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders. CoRR Dimitar Georgiev, Álvaro Fernández-Galiana, Simon Vilms Pedersen, Georgios Papadopoulos, Ruoxiao Xie, Molly M. Stevens, Mauricio Barahona
2024	J	`jnl`	Information-Theoretic Measures on Lattices for High-Order Interactions. CoRR Zhaolu Liu, Mauricio Barahona, Robert L. Peach
2024	J	`jnl`	LGDE: Local Graph-based Dictionary Expansion. CoRR Dominik J. Schindler, Sneha Jha, Xixuan Zhang, Kilian Buehling, Annett Heft, Mauricio Barahona
2024	J	`jnl`	Patterns of co-occurrent skills in UK job adverts. CoRR Zhaolu Liu, Jonathan M. Clarke, Bertha Rohenkohl, Mauricio Barahona
2023	J	`jnl`	A continuous Structural Intervention Distance to compare Causal Graphs. CoRR Mihir Dhanakshirur, Felix Laumann, Junhyung Park, Mauricio Barahona
2023	J	`jnl`	BART-based inference for Poisson processes. Comput. Stat. Data Anal. Stamatina Lamprinakou, Mauricio Barahona, Seth R. Flaxman, Sarah Filippi, Axel Gandy, Emma J. McCoy
2023	J	`jnl`	Feature Engineering Methods on Multivariate Time-Series Data for Financial Data Science Competitions. CoRR Thomas Wong, Mauricio Barahona
2023	A*	`conf`	Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions. NeurIPS Zhaolu Liu, Robert L. Peach, Pedro A. M. Mediano, Mauricio Barahona
2023	J	`jnl`	Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions. CoRR Zhaolu Liu, Robert L. Peach, Pedro A. M. Mediano, Mauricio Barahona
2023	J	`jnl`	Interpretable statistical representations of neural population dynamics and geometry. CoRR Adam Gosztolai, Robert L. Peach, Alexis Arnaudon, Mauricio Barahona, Pierre Vandergheynst
2023	J	`jnl`	Kernel-Based Independence Tests for Causal Structure Learning on Functional Data. Entropy Felix Laumann, Julius von Kügelgen, Junhyung Park, Bernhard Schölkopf, Mauricio Barahona
2023	J	`jnl`	Persistent Homology of the Multiscale Clustering Filtration. CoRR Dominik J. Schindler, Mauricio Barahona
2023	J	`jnl`	PyGenStability: Multiscale community detection with generalized Markov Stability. CoRR Alexis Arnaudon, Dominik J. Schindler, Robert L. Peach, Adam Gosztolai, Maxwell Hodges, Michael T. Schaub, Mauricio Barahona
2023	J	`jnl`	RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis. CoRR Dimitar Georgiev, Simon Vilms Pedersen, Ruoxiao Xie, Álvaro Fernández-Galiana, Molly M. Stevens, Mauricio Barahona
2023	J	`jnl`	Robust machine learning pipelines for trading market-neutral stock portfolios. CoRR Thomas Wong, Mauricio Barahona
2023	J	`jnl`	Understanding Model Complexity for temporal tabular and multi-variate time series, case study with Numerai data science tournament. CoRR Thomas Wong, Mauricio Barahona
2022	J	`jnl`	Finding positively invariant sets and proving exponential stability of limit cycles using Sum-of-Squares decompositions. CoRR Elias August, Mauricio Barahona
2022	—	`conf`	ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations. MLHC Asem Alaa, Erik Mayer, Mauricio Barahona
2022	J	`jnl`	ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations. CoRR Asem Alaa, Erik Mayer, Mauricio Barahona
2022	—	`conf`	Improving information fusion on multimodal clinical data in classification settings. LOUHI@EMNLP Sneha Jha, Erik Mayer, Mauricio Barahona
2022	J	`jnl`	Multiscale mobility patterns and the restriction of human mobility under lockdown. CoRR Dominik J. Schindler, Jonathan Clarke, Mauricio Barahona
2022	J	`jnl`	Quantifying the Alignment of Graph and Features in Deep Learning. IEEE Trans. Neural Networks Learn. Syst. Yifan Qian, Paul Expert, Tom Rieu, Pietro Panzarasa, Mauricio Barahona
2021	J	`jnl`	Approximations of Countably Infinite Linear Programs over Bounded Measure Spaces. SIAM J. Optim. Juan Kuntz, Philipp Thomas, Guy-Bart Stan, Mauricio Barahona
2021	J	`jnl`	Geometric graphs from data to aid classification tasks with Graph Convolutional Networks. Patterns Yifan Qian, Paul Expert, Pietro Panzarasa, Mauricio Barahona
2021	J	`jnl`	HCGA: Highly comparative graph analysis for network phenotyping. Patterns Robert L. Peach, Alexis Arnaudon, Julia A. Schmidt, Henry A. Palasciano, Nathan R. Bernier, Kim E. Jelfs, Sophia N. Yaliraki, Mauricio Barahona
2021	J	`jnl`	Learning compositional sequences with multiple time scales through a hierarchical network of spiking neurons. PLoS Comput. Biol. Amadeus Maes, Mauricio Barahona, Claudia Clopath
2021	J	`jnl`	Listening to Mental Health Crisis Needs at Scale: Using Natural Language Processing to Understand and Evaluate a Mental Health Crisis Text Messaging Service. Frontiers Digit. Health Zhaolu Liu, Robert L. Peach, Emma L. Lawrance, Ariele Noble, Mark A. Ungless, Mauricio Barahona
2021	J	`jnl`	Network memory in the movement of hospital patients carrying antimicrobial-resistant bacteria. Appl. Netw. Sci. Ashleigh C. Myall, Robert L. Peach, Andrea Y. Weiße, Siddharth Mookerjee, Frances Davies, Alison H. Holmes, Mauricio Barahona
2021	J	`jnl`	ProteinLens: a web-based application for the analysis of allosteric signalling on atomistic graphs of biomolecules. Nucleic Acids Res. Sophia Mersmann, Léonie Strömich, Florian J. Song, Nan Wu, Francesca V. Vianello, Mauricio Barahona, Sophia N. Yaliraki
2021	A	`conf`	Similarity measure for sparse time course data based on Gaussian processes. UAI Zijing Liu, Mauricio Barahona
2021	J	`jnl`	Similarity measure for sparse time course data based on Gaussian processes. CoRR Zijing Liu, Mauricio Barahona
2021	J	`jnl`	Stationary Distributions of Continuous-Time Markov Chains: A Review of Theory and Truncation-Based Approximations. SIAM Rev. Juan Kuntz, Philipp Thomas, Guy-Bart Stan, Mauricio Barahona
2020	J	`jnl`	BART-based inference for Poisson processes. CoRR Stamatina Lamprinakou, Emma J. McCoy, Mauricio Barahona, Axel Gandy, Seth R. Flaxman, Sarah Filippi
2020	J	`jnl`	Data-driven modelling and characterisation of task completion sequences in online courses. CoRR Robert L. Peach, Sam F. Greenbury, Iain G. Johnston, Sophia N. Yaliraki, David Lefevre, Mauricio Barahona
2020	J	`jnl`	Geometric graphs from data to aid classification tasks with graph convolutional networks. CoRR Yifan Qian, Paul Expert, Pietro Panzarasa, Mauricio Barahona
2020	—	`conf`	Graph-Based Topic Extraction from Vector Embeddings of Text Documents: Application to a Corpus of News Articles. COMPLEX NETWORKS (2) M. Tarik Altuncu, Sophia N. Yaliraki, Mauricio Barahona
2020	J	`jnl`	Graph-based Topic Extraction from Vector Embeddings of Text Documents: Application to a Corpus of News Articles. CoRR M. Tarik Altuncu, Sophia N. Yaliraki, Mauricio Barahona
2020	J	`jnl`	Graph-based data clustering via multiscale community detection. Appl. Netw. Sci. Zijing Liu, Mauricio Barahona
2020	J	`jnl`	Learning spatiotemporal signals using a recurrent spiking network that discretizes time. PLoS Comput. Biol. Amadeus Maes, Mauricio Barahona, Claudia Clopath
2020	J	`jnl`	Severability of mesoscale components and local time scales in dynamical networks. CoRR Yun William Yu, Jean-Charles Delvenne, Sophia N. Yaliraki, Mauricio Barahona
2019	J	`jnl`	Data-driven unsupervised clustering of online learner behaviour. CoRR Robert L. Peach, Sophia N. Yaliraki, David Lefevre, Mauricio Barahona
2019	J	`jnl`	Extracting information from free text through unsupervised graph-based clustering: an application to patient incident records. CoRR M. Tarik Altuncu, Eloise Sorin, Joshua D. Symons, Erik Mayer, Sophia N. Yaliraki, Francesca Toni, Mauricio Barahona
2019	J	`jnl`	From free text to clusters of content in health records: an unsupervised graph partitioning approach. Appl. Netw. Sci. M. Tarik Altuncu, Erik Mayer, Sophia N. Yaliraki, Mauricio Barahona
2019	J	`jnl`	Graph centrality is a question of scale. CoRR Alexis Arnaudon, Robert L. Peach, Mauricio Barahona
2019	J	`jnl`	Graph-based data clustering via multiscale community detection. CoRR Zijing Liu, Mauricio Barahona
2019	J	`jnl`	Learning spatiotemporal signals using a recurrent spiking network that discretizes time. CoRR Amadeus Maes, Mauricio Barahona, Claudia Clopath
2019	J	`jnl`	Precision identification of high-risk phenotypes and progression pathways in severe malaria without requiring longitudinal data. npj Digit. Medicine Iain G. Johnston, Till Hoffmann, Sam F. Greenbury, Ornella Cominetti, Muminatou Jallow, Dominic Kwiatkowski, Mauricio Barahona, Nick S. Jones, Climent Casals-Pascual
2019	J	`jnl`	Quantifying the alignment of graph and features in deep learning. CoRR Yifan Qian, Paul Expert, Tom Rieu, Pietro Panzarasa, Mauricio Barahona
2019	J	`jnl`	Semi-supervised classification on graphs using explicit diffusion dynamics. CoRR Robert L. Peach, Alexis Arnaudon, Mauricio Barahona
2019	J	`jnl`	The Exit Time Finite State Projection Scheme: Bounding Exit Distributions and Occupation Measures of Continuous-Time Markov Chains. SIAM J. Sci. Comput. Juan Kuntz, Philipp Thomas, Guy-Bart Stan, Mauricio Barahona
2018	J	`jnl`	Content-driven, unsupervised clustering of news articles through multiscale graph partitioning. CoRR M. Tarik Altuncu, Sophia N. Yaliraki, Mauricio Barahona
2018	J	`jnl`	From Free Text to Clusters of Content in Health Records: An Unsupervised Graph Partitioning Approach. CoRR M. Tarik Altuncu, Erik Mayer, Sophia N. Yaliraki, Mauricio Barahona
2018	J	`jnl`	From Text to Topics in Healthcare Records: An Unsupervised Graph Partitioning Methodology. CoRR M. Tarik Altuncu, Erik Mayer, Sophia N. Yaliraki, Mauricio Barahona
2018	J	`jnl`	Geometric multiscale community detection: Markov stability and vector partitioning. J. Complex Networks Zijing Liu, Mauricio Barahona
2018	J	`jnl`	Global Network Prediction from Local Node Dynamics. CoRR Neave O'Clery, Ye Yuan, Guy-Bart Stan, Mauricio Barahona
2018	J	`jnl`	Guiding interoperable electronic health records through patient-sharing networks. npj Digit. Medicine Jonathan M. Clarke, Leigh R. Warren, Sonal Arora, Mauricio Barahona, Ara Darzi
2018	J	`jnl`	Multiscale dynamical embeddings of complex networks. CoRR Michael T. Schaub, Jean-Charles Delvenne, Renaud Lambiotte, Mauricio Barahona
2018	J	`jnl`	Structured networks and coarse-grained descriptions: a dynamical perspective. CoRR Michael T. Schaub, Jean-Charles Delvenne, Renaud Lambiotte, Mauricio Barahona
2017	J	`jnl`	Geometric Multiscale Community Detection: Markov Stability and Vector Partitioning. CoRR Zijing Liu, Mauricio Barahona
2016	J	`jnl`	Bounding Stationary Averages of Polynomial Diffusions via Semidefinite Programming. SIAM J. Sci. Comput. Juan Kuntz, Michela Ottobre, Guy-Bart Stan, Mauricio Barahona
2016	J	`jnl`	Context-dependent metabolic networks. CoRR Mariano Beguerisse-Díaz, Gabriel Bosque, Diego A. Oyarzún, Jesús Picó, Mauricio Barahona
2016	J	`jnl`	Flow-Based Network Analysis of the Caenorhabditis elegans Connectome. PLoS Comput. Biol. Karol A. Bacik, Michael T. Schaub, Mariano Beguerisse-Díaz, Yazan N. Billeh, Mauricio Barahona
2016	J	`jnl`	Graph partitions and cluster synchronization in networks of oscillators. CoRR Michael T. Schaub, Neave O'Clery, Yazan N. Billeh, Jean-Charles Delvenne, Renaud Lambiotte, Mauricio Barahona
2016	J	`jnl`	Window functions and sigmoidal behaviour of memristive systems. Int. J. Circuit Theory Appl. Panayiotis S. Georgiou, Sophia N. Yaliraki, Emmanuel M. Drakakis, Mauricio Barahona
2015	J	`jnl`	Community detection and role identification in directed networks: understanding the Twitter network of the care.data debate. CoRR Benjamin R. C. Amor, Sabine I. Vuik, Ryan Callahan, Ara Darzi, Sophia N. Yaliraki, Mauricio Barahona
2015	J	`jnl`	Emergence of Slow-Switching Assemblies in Structured Neuronal Networks. PLoS Comput. Biol. Michael T. Schaub, Yazan N. Billeh, Costas A. Anastassiou, Christof Koch, Mauricio Barahona
2015	J	`jnl`	Great cities look small. CoRR Aaron Sim, Sophia N. Yaliraki, Mauricio Barahona, Michael P. H. Stumpf
2015	J	`jnl`	Random Walks, Markov Processes and the Multiscale Modular Organization of Complex Networks. CoRR Renaud Lambiotte, Jean-Charles Delvenne, Mauricio Barahona
2015	J	`jnl`	The 'who' and 'what' of #diabetes on Twitter. CoRR Mariano Beguerisse-Díaz, Amy K. McLennan, Guillermo Garduño-Hernández, Mauricio Barahona, Stanley J. Ulijaszek
2014	J	`jnl`	On memristor ideality and reciprocity. Microelectron. J. Panayiotis S. Georgiou, Mauricio Barahona, Sophia N. Yaliraki, Emmanuel M. Drakakis
2014	J	`jnl`	Random Walks, Markov Processes and the Multiscale Modular Organization of Complex Networks. IEEE Trans. Netw. Sci. Eng. Renaud Lambiotte, Jean-Charles Delvenne, Mauricio Barahona
2014	J	`jnl`	Structure of complex networks: Quantifying edge-to-edge relations by failure-induced flow redistribution. Netw. Sci. Michael T. Schaub, Jörg Lehmann, Sophia N. Yaliraki, Mauricio Barahona
2013	J	`jnl`	Communities, roles, and informational organigrams in directed networks: the Twitter network of the UK riots. CoRR Mariano Beguerisse-Díaz, Guillermo Garduño-Hernández, Borislav Vangelov, Sophia N. Yaliraki, Mauricio Barahona
2013	J	`jnl`	Decentralised minimum-time consensus. Autom. Ye Yuan, Guy-Bart Stan, Ling Shi, Mauricio Barahona, Jorge M. Gonçalves
2013	—	`conf`	Finding role communities in directed networks using Role-Based Similarity, Markov Stability and the Relaxed Minimum Spanning Tree. GlobalSIP Mariano Beguerisse-Díaz, Borislav Vangelov, Mauricio Barahona
2013	J	`jnl`	Finding role communities in directed networks using Role-Based Similarity, Markov Stability and the Relaxed Minimum Spanning Tree. CoRR Mariano Beguerisse-Díaz, Borislav Vangelov, Mauricio Barahona
2013	—	`conf`	Ideal memristors as reciprocal elements. ICECS Panayiotis S. Georgiou, Mauricio Barahona, Sophia N. Yaliraki, Emmanuel M. Drakakis
2013	J	`jnl`	On Periodic Reference Tracking Using Batch-Mode Reinforcement Learning with Application to Gene Regulatory Network Control CoRR Aivar Sootla, Natalja Strelkowa, Damien Ernst, Mauricio Barahona, Guy-Bart Stan
2013	—	`conf`	On periodic reference tracking using batch-mode reinforcement learning with application to gene regulatory network control. CDC Aivar Sootla, Natalja Strelkowa, Damien Ernst, Mauricio Barahona, Guy-Bart Stan
2013	J	`jnl`	Structure of complex networks: Quantifying edge-to-edge relations by failure-induced flow redistribution CoRR Michael T. Schaub, Jörg Lehmann, Sophia N. Yaliraki, Mauricio Barahona
2013	J	`jnl`	The stability of a graph partition: A dynamics-based framework for community detection. CoRR Jean-Charles Delvenne, Michael T. Schaub, Sophia N. Yaliraki, Mauricio Barahona
2013	J	`jnl`	Toggling a Genetic Switch Using Reinforcement Learning CoRR Aivar Sootla, Natalja Strelkowa, Damien Ernst, Mauricio Barahona, Guy-Bart Stan
2012	J	`jnl`	Compound stress response in stomatal closure: a mathematical model of ABA and ethylene interaction in guard cells. BMC Syst. Biol. Mariano Beguerisse-Díaz, Mercedes C. Hernández-Gómez, Alessandro M. Lizzul, Mauricio Barahona, Radhika Desikan
2012	J	`jnl`	Device Properties of Bernoulli Memristors. Proc. IEEE Panayiotis S. Georgiou, Mauricio Barahona, Sophia N. Yaliraki, Emmanuel M. Drakakis
2012	J	`jnl`	Sensory experience modifies spontaneous state dynamics in a large-scale barrel cortical model. J. Comput. Neurosci. Elena Phoka, Mark Wildie, Simon R. Schultz, Mauricio Barahona
2011	J	`jnl`	A global Monte-Carlo method for fitting parameters of differential equation models CoRR Mariano Beguerisse-Díaz, Baojun Wang, Radhika Desikan, Mauricio Barahona
2011	J	`jnl`	Coding of Markov dynamics for multiscale community detection in complex networks CoRR Michael T. Schaub, Renaud Lambiotte, Mauricio Barahona
2011	—	`conf`	Decentralised minimal-time consensus. CDC/ECC Ye Yuan, Guy-Bart Stan, Mauricio Barahona, Ling Shi, Jorge M. Gonçalves
2011	J	`jnl`	Markov dynamics as a zooming lens for multiscale community detection: non clique-like communities and the field-of-view limit CoRR Michael T. Schaub, Jean-Charles Delvenne, Sophia N. Yaliraki, Mauricio Barahona
2011	J	`jnl`	Robustness of regular ring lattices based on natural connectivity. Int. J. Syst. Sci. Jun Wu, Mauricio Barahona, Yuejin Tan, Hongzhong Deng
2011	J	`jnl`	Role-similarity based comparison of directed networks CoRR Kathryn Cooper, Mauricio Barahona
2011	J	`jnl`	Spectral Measure of Structural Robustness in Complex Networks. IEEE Trans. Syst. Man Cybern. Part A Jun Wu, Mauricio Barahona, Yuejin Tan, Hongzhong Deng
2010	J	`jnl`	Flow graphs: interweaving dynamics and structure CoRR Renaud Lambiotte, Roberta Sinatra, Jean-Charles Delvenne, T. S. Evans, Mauricio Barahona, Vito Latora
2010	J	`jnl`	Role-based similarity in directed networks CoRR Kathryn Cooper, Mauricio Barahona
2009	Misc	`conf`	An analysis of the Map Seeking Circuit and Monte Carlo extensions. ICASSP Zeynep Engin, Jeffrey Ng, Mauricio Barahona, Anil A. Bharath
2008	J	`jnl`	A Dominated Coupling From The Past algorithm for the stochastic simulation of networks of biochemical reactions. BMC Syst. Biol. Martin Hemberg, Mauricio Barahona
2008	J	`jnl`	Stability of graph communities across time scales. CoRR Jean-Charles Delvenne, Sophia N. Yaliraki, Mauricio Barahona
2007	J	`jnl`	Noise characteristics of interlocked repressilators. BMC Syst. Biol. Martin Hemberg, Mauricio Barahona
2006	C	`conf`	A biomimetic CMOS synapse. ISCAS E. Lazaridis, Emmanuel M. Drakakis, Mauricio Barahona
2004	C	`conf`	On the stability of the Kuramoto model of coupled nonlinear oscillators. ACC Ali Jadbabaie, Nader Motee, Mauricio Barahona
2002	C	`conf`	A new bound of the 𝓛 ACC Mario Sznaier, Andrew C. Doherty, Mauricio Barahona, Hideo Mabuchi, John C. Doyle
2002	—	`conf`	Finite horizon model reduction and the appearance of dissipation in Hamiltonian systems. CDC Mauricio Barahona, Andrew C. Doherty, Mario Sznaier, Hideo Mabuchi, John C. Doyle