Vicenç Gómez

According to our database, Vicenç Gómez authored at least 68 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Improving Subgraph-GNNs via Edge-Level Ego-Network Encodings.

Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez

Trans. Mach. Learn. Res., 2024

Individualized post-crisis monitoring of psychiatric patients via Hidden Markov models.

Roger Garriga, Vicenç Gómez, Gábor Lugosi

Frontiers Digit. Health, 2024

Spatial air quality prediction in urban areas via message passing.

Sergio Calo, Filippo Bistaffa, Anders Jonsson, Vicenç Gómez, Mar Viana

Eng. Appl. Artif. Intell., 2024

Engagement, Content Quality and Ideology over Time on the Facebook URL Dataset.

Emma Fraxanet, Fabrizio Germano, Andreas Kaltenbrunner, Vicenç Gómez

CoRR, 2024

Combined Task and Motion Planning Via Sketch Decompositions (Extended Version with Supplementary Material).

Magí Dalmau-Moreno, Néstor García, Vicenç Gómez, Hector Geffner

CoRR, 2024

Planning with a Learned Policy Basis to Optimally Solve Complex Tasks.

David Kuric, Guillermo Infante, Vicenç Gómez, Anders Jonsson, Herke van Hoof

Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling, 2024

Combined Task and Motion Planning via Sketch Decompositions.

Magí Dalmau-Moreno, Néstor García, Vicenç Gómez, Hector Geffner

Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling, 2024

Hierarchical Average-Reward Linearly-Solvable Markov Decision Processes.

Guillermo Infante, Anders Jonsson, Vicenç Gómez

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Beyond Weisfeiler-Lehman with Local Ego-Network Encodings.

Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez

Mach. Learn. Knowl. Extr., December, 2023

Unpacking polarization: Antagonism and Alignment in Signed Networks of Online Interaction.

Emma Fraxanet, Max Pellert, Simon Schweighofer, Vicenç Gómez, David García

CoRR, 2023

ML-based predictive gut microbiome analysis for health assessment.

Manel Gil Sorribes, Gabriele Leoni, Antonio Puertas Gallardo, Mauro Petrillo, Sergio Consoli, Vicenç Gómez, Mario Ceresa

Proceedings of the CENTERIS 2023 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2023

2022

Beyond 1-WL with Local Ego-Network Encodings.

Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez

CoRR, 2022

Crowding out the truth? A simple model of misinformation, polarization and meaningful social interactions.

Fabrizio Germano, Vicenç Gómez, Francesco Sobbrio

CoRR, 2022

Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes.

Guillermo Infante, Anders Jonsson, Vicenç Gómez

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

<i>Emotion-Core</i>: An Open Source framework for emotion detection research.

Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez

Softw. Impacts, 2021

Uncovering the Limits of Text-based Emotion Detection.

Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Expression Transfer Using Flow-Based Generative Models.

Andrea Valenzuela, Carlos Segura, Ferran Diego, Vicenç Gómez

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Hierarchical Width-Based Planning and Learning.

Miquel Junyent, Vicenç Gómez, Anders Jonsson

Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021

2020

Adaptive Smoothing for Path Integral Control.

Dominik Thalmeier, Hilbert J. Kappen, Simone Totaro, Vicenç Gómez

J. Mach. Learn. Res., 2020

NEVAE: A Deep Generative Model for Molecular Graphs.

Bidisha Samanta, Abir De, Gourhari Jana, Vicenç Gómez, Pratim Kumar Chattaraj, Niloy Ganguly, Manuel Gomez-Rodriguez

J. Mach. Learn. Res., 2020

Inductive Graph Embeddings through Locality Encodings.

Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez

CoRR, 2020

On the design of consequential ranking algorithms.

Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models.

Joan Serrà, David Álvarez, Vicenç Gómez, Olga Slizovskaia, José F. Núñez, Jordi Luque

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Consequential Ranking Algorithms and Long-term Welfare.

Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez

CoRR, 2019

The few-get-richer: a surprising consequence of popularity-based rankings?

Fabrizio Germano, Vicenç Gómez, Gaël Le Mens

Proceedings of the World Wide Web Conference, 2019

Sharing Emotions at Scale: The Vent Dataset.

Nikolaos Lykousas, Constantinos Patsakis, Andreas Kaltenbrunner, Vicenç Gómez

Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

Deep Policies for Width-Based Planning in Pixel Domains.

Miquel Junyent, Anders Jonsson, Vicenç Gómez

Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, 2019

2018

Monte Carlo Methods for the Ferromagnetic Potts Model Using Factor Graph Duality.

Mehdi Molkaraie, Vicenç Gómez

IEEE Trans. Inf. Theory, 2018

Improving width-based planning with compact policies.

Miquel Junyent, Anders Jonsson, Vicenç Gómez

CoRR, 2018

Online Petitioning Through Data Exploration and What We Found There: A Dataset of Petitions from Avaaz.org.

Pablo Aragón, Diego Sáez-Trumper, Miriam Redi, Scott Hale, Vicenç Gómez, Andreas Kaltenbrunner

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Adult Content in Social Live Streaming Services: Characterizing Deviant Users and Relationships.

Nikolaos Lykousas, Constantinos Patsakis, Vicenç Gómez

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Interactive Discovery System for Direct Democracy.

Pablo Aragón, Yago Bermejo, Vicenç Gómez, Andreas Kaltenbrunner

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

Generative models of online discussion threads: state of the art and research challenges.

Pablo Aragón, Vicenç Gómez, David García, Andreas Kaltenbrunner

J. Internet Serv. Appl., 2017

A unified view of entropy-regularized Markov decision processes.

Gergely Neu, Anders Jonsson, Vicenç Gómez

CoRR, 2017

Deliberative Platform Design: The case study of the online discussions in Decidim Barcelona.

Pablo Aragón, Andreas Kaltenbrunner, Antonio Calleja-López, André Pereira, Arnau Monterde, Xabier E. Barandiaran, Vicenç Gómez

CoRR, 2017

Lost in Re-Election: A Tale of Two Spanish Online Campaigns.

Helena Gallego, David Laniado, Andreas Kaltenbrunner, Vicenç Gómez, Pablo Aragón

Proceedings of the Social Informatics, 2017

Deliberative Platform Design: The Case Study of the Online Discussions in Decidim Barcelona.

Pablo Aragón, Andreas Kaltenbrunner, Antonio Calleja-López, Andrés Pereira, Arnau Monterde, Xabier E. Barandiaran, Vicenç Gómez

Proceedings of the Social Informatics, 2017

To Thread or Not to Thread: The Impact of Conversation Threading on Online Discussion.

Pablo Aragón, Vicenç Gómez, Andreas Kaltenbrunner

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Fast rates for online learning in Linearly Solvable Markov Decision Processes.

Gergely Neu, Vicenç Gómez

Proceedings of the 30th Conference on Learning Theory, 2017

2016

Action selection in growing state spaces: Control of Network Structure Growth.

Dominik Thalmeier, Vicenç Gómez, Hilbert J. Kappen

CoRR, 2016

Visualization Tool for Collective Awareness in a Platform of Citizen Proposals.

Pablo Aragón, Vicenç Gómez, Andreas Kaltenbrunner

Proceedings of the Tenth International Conference on Web and Social Media, 2016

Correcting Multivariate Auto-Regressive Models for the Influence of Unobserved Common Input.

Vicenç Gómez, Mohammad Gheshlaghi Azar, Hilbert J. Kappen

Proceedings of the Artificial Intelligence Research and Development, 2016

Hierarchical Linearly-Solvable Markov Decision Problems.

Anders Jonsson, Vicenç Gómez

Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016

Real-Time Stochastic Optimal Control for Multi-Agent Quadrotor Systems.

Vicenç Gómez, Sep Thijssen, Andrew Symington, Stephen Hailes, Hilbert J. Kappen

Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016

2015

Efficient Monte Carlo Methods for the Potts Model at Low Temperature.

Mehdi Molkaraie, Vicenç Gómez

CoRR, 2015

Real-Time Stochastic Optimal Control for Multi-agent Quadrotor Swarms.

Vicenç Gómez, Sep Thijssen, Hilbert J. Kappen, Stephen Hailes, Andrew Symington

CoRR, 2015

2014

Adaptive Multiclass Classification for Brain Computer Interfaces.

Alberto Llera, Vicenç Gómez, Hilbert J. Kappen

Neural Comput., 2014

The Variational Garrote.

Hilbert J. Kappen, Vicenç Gómez

Mach. Learn., 2014

Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models.

Takamitsu Matsubara, Vicenç Gómez, Hilbert J. Kappen

Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

Policy Search for Path Integral Control.

Vicenç Gómez, Hilbert J. Kappen, Jan Peters, Gerhard Neumann

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

2013

A likelihood-based framework for the analysis of discussion threads.

Vicenç Gómez, Hilbert J. Kappen, Nelly Litvak, Andreas Kaltenbrunner

World Wide Web, 2013

2012

Adaptive Classification on Brain-Computer Interfaces Using Reinforcement Signals.

Alberto Llera, Vicenç Gómez, Hilbert J. Kappen

Neural Comput., 2012

Optimal control as a graphical model inference problem.

Hilbert J. Kappen, Vicenç Gómez, Manfred Opper

Mach. Learn., 2012

Dynamic policy programming.

Mohammad Gheshlaghi Azar, Vicenç Gómez, Hilbert J. Kappen

J. Mach. Learn. Res., 2012

Learning price-elasticity of smart consumers in power distribution systems.

Vicenç Gómez, Michael Chertkov, Scott Backhaus, Hilbert J. Kappen

Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

2011

On the use of interaction error potentials for adaptive brain computer interfaces.

Alberto Llera, Marcel A. J. van Gerven, Vicenç Gómez, Ole Jensen, Hilbert J. Kappen

Neural Networks, 2011

Dynamic Policy Programming with Function Approximation.

Mohammad Gheshlaghi Azar, Vicenç Gómez, Bert Kappen

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Modeling the structure and evolution of discussion cascades.

Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner

Proceedings of the HT'11, 2011

2010

Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation.

Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov

J. Mach. Learn. Res., 2010

2009

Sparse matrix factorization for brain computer interfaces.

A. L. Arenas, Vicenç Gómez, Hilbert J. Kappen

Proceedings of the Affective Computing and Intelligent Interaction, 2009

2008

Algorithms and complex phenomena in networks: Neural ensembles, statistical, interference and online communities.

Vicenç Gómez

PhD thesis, 2008

Statistical analysis of the social network and discussion threads in slashdot.

Vicenç Gómez, Andreas Kaltenbrunner, Vicente López

Proceedings of the 17th International Conference on World Wide Web, 2008

Self-organization using synaptic plasticity.

Vicenç Gómez, Andreas Kaltenbrunner, Vicente López, Hilbert J. Kappen

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007

Phase Transition and Hysteresis in an Ensemble of Stochastic Spiking Neurons.

Andreas Kaltenbrunner, Vicenç Gómez, Vicente López

Neural Comput., 2007

Truncating the Loop Series Expansion for Belief Propagation.

Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen

J. Mach. Learn. Res., 2007

Description and Prediction of Slashdot Activity.

Andreas Kaltenbrunner, Vicenç Gómez, Vicente López

Proceedings of the Fifth Latin American Web Congress (LA-Web 2007), 31 October, 2007

Homogeneous Temporal Activity Patterns in a Large Online Communication Space.

Andreas Kaltenbrunner, Vicenç Gómez, Ayman Moghnieh, Rodrigo Meza, Josep Blat, Vicente López

Proceedings of the BIS 2007 Workshop on Social Aspects of the Web, 2007

2006

Event modeling of message interchange in stochastic neural ensembles.

Vicenç Gómez, Andreas Kaltenbrunner, Vicente López

Proceedings of the International Joint Conference on Neural Networks, 2006