Vicenç Gómez

101 papers A* 12A 9B 4Journal 63Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Decade of News Forum Interactions: Threaded Conversations, Signed Votes, and Topical Tags. CoRR Emma Fraxanet, Vicenç Gómez, Andreas Kaltenbrunner, Max Pellert
2025	J	`jnl`	A Simple and Explainable Model for Park-and-Ride Car Park Occupancy Prediction. CoRR Andreas Kaltenbrunner, Josep Ferrer, David Moreno, Vicenç Gómez
2025	J	`jnl`	A simple and explainable model for park-and-ride car park occupancy prediction. EPJ Data Sci. Andreas Kaltenbrunner, Josep Ferrer, David Moreno, Vicenç Gómez
2025	J	`jnl`	Analyzing news engagement on Facebook: tracking ideological segregation and news quality in the Facebook URL dataset. EPJ Data Sci. Emma Fraxanet, Andreas Kaltenbrunner, Fabrizio Germano, Vicenç Gómez
2025	J	`jnl`	From Next Token Prediction to (STRIPS) World Models - Preliminary Results. CoRR Carlos Núñez-Molina, Vicenç Gómez, Hector Geffner
2025	J	`jnl`	Rewarding Engagement and Personalization in Popularity-Based Rankings Amplifies Extremism and Polarization. CoRR Jacopo D'Ignazi, Andreas Kaltenbrunner, Gaël Le Mens, Fabrizio Germano, Vicenç Gómez
2024	J	`jnl`	Combined Task and Motion Planning Via Sketch Decompositions (Extended Version with Supplementary Material). CoRR Magí Dalmau-Moreno, Néstor García, Vicenç Gómez, Hector Geffner
2024	A*	`conf`	Combined Task and Motion Planning via Sketch Decompositions. ICAPS Magí Dalmau-Moreno, Néstor García, Vicenç Gómez, Hector Geffner
2024	J	`jnl`	Engagement, Content Quality and Ideology over Time on the Facebook URL Dataset. CoRR Emma Fraxanet, Fabrizio Germano, Andreas Kaltenbrunner, Vicenç Gómez
2024	J	`jnl`	Gender-based learning and behavioural differences in an educational social media platform. J. Comput. Assist. Learn. Emily Theophilou, Davinia Hernández-Leo, Vicenç Gómez
2024	A	`conf`	Hierarchical Average-Reward Linearly-Solvable Markov Decision Processes. ECAI Guillermo Infante, Anders Jonsson, Vicenç Gómez
2024	J	`jnl`	Hierarchical Average-Reward Linearly-solvable Markov Decision Processes. CoRR Guillermo Infante, Anders Jonsson, Vicenç Gómez
2024	J	`jnl`	Improving Subgraph-GNNs via Edge-Level Ego-Network Encodings. Trans. Mach. Learn. Res. Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
2024	J	`jnl`	Individualized post-crisis monitoring of psychiatric patients via Hidden Markov models. Frontiers Digit. Health Roger Garriga, Vicenç Gómez, Gábor Lugosi
2024	A*	`conf`	Planning with a Learned Policy Basis to Optimally Solve Complex Tasks. ICAPS David Kuric, Guillermo Infante, Vicenç Gómez, Anders Jonsson, Herke van Hoof
2024	J	`jnl`	Planning with a Learned Policy Basis to Optimally Solve Complex Tasks. CoRR Guillermo Infante, David Kuric, Anders Jonsson, Vicenç Gómez, Herke van Hoof
2024	J	`jnl`	Spatial air quality prediction in urban areas via message passing. Eng. Appl. Artif. Intell. Sergio Calo, Filippo Bistaffa, Anders Jonsson, Vicenç Gómez, Mar Viana
2023	J	`jnl`	Beyond Weisfeiler-Lehman with Local Ego-Network Encodings. Mach. Learn. Knowl. Extr. Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
2023	J	`jnl`	Improving Subgraph-GNNs via Edge-Level Ego-Network Encodings. CoRR Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
2023	—	`conf`	ML-based predictive gut microbiome analysis for health assessment. CENTERIS/ProjMAN/HCist Manel Gil Sorribes, Gabriele Leoni, Antonio Puertas Gallardo, Mauro Petrillo, Sergio Consoli, Vicenç Gómez, Mario Ceresa
2023	J	`jnl`	Unpacking polarization: Antagonism and Alignment in Signed Networks of Online Interaction. CoRR Emma Fraxanet, Max Pellert, Simon Schweighofer, Vicenç Gómez, David García
2022	J	`jnl`	Beyond 1-WL with Local Ego-Network Encodings. CoRR Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
2022	J	`jnl`	Crowding out the truth? A simple model of misinformation, polarization and meaningful social interactions. CoRR Fabrizio Germano, Vicenç Gómez, Francesco Sobbrio
2022	A*	`conf`	Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes. AAAI Guillermo Infante, Anders Jonsson, Vicenç Gómez
2021	—	`conf`	Expression Transfer Using Flow-Based Generative Models. CVPR Workshops Andrea Valenzuela, Carlos Segura, Ferran Diego, Vicenç Gómez
2021	J	`jnl`	Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes. CoRR Guillermo Infante, Anders Jonsson, Vicenç Gómez
2021	A*	`conf`	Hierarchical Width-Based Planning and Learning. ICAPS Miquel Junyent, Vicenç Gómez, Anders Jonsson
2021	J	`jnl`	Hierarchical Width-Based Planning and Learning. CoRR Miquel Junyent, Vicenç Gómez, Anders Jonsson
2021	—	`conf`	Uncovering the Limits of Text-based Emotion Detection. EMNLP (Findings) Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
2021	J	`jnl`	Uncovering the Limits of Text-based Emotion Detection. CoRR Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
2020	J	`jnl`	Adaptive Smoothing Path Integral Control. CoRR Dominik Thalmeier, Hilbert J. Kappen, Simone Totaro, Vicenç Gómez
2020	J	`jnl`	Adaptive Smoothing for Path Integral Control. J. Mach. Learn. Res. Dominik Thalmeier, Hilbert J. Kappen, Simone Totaro, Vicenç Gómez
2020	J	`jnl`	Inductive Graph Embeddings through Locality Encodings. CoRR Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
2020	A*	`conf`	Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models. ICLR Joan Serrà, David Álvarez, Vicenç Gómez, Olga Slizovskaia, José F. Núñez, Jordi Luque
2020	J	`jnl`	NEVAE: A Deep Generative Model for Molecular Graphs. J. Mach. Learn. Res. Bidisha Samanta, Abir De, Gourhari Jana, Vicenç Gómez, Pratim Kumar Chattaraj, Niloy Ganguly, Manuel Gomez-Rodriguez
2020	A	`conf`	On the design of consequential ranking algorithms. UAI Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez
2019	J	`jnl`	Consequential Ranking Algorithms and Long-term Welfare. CoRR Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez
2019	A*	`conf`	Deep Policies for Width-Based Planning in Pixel Domains. ICAPS Miquel Junyent, Anders Jonsson, Vicenç Gómez
2019	J	`jnl`	Deep Policies for Width-Based Planning in Pixel Domains. CoRR Miquel Junyent, Anders Jonsson, Vicenç Gómez
2019	J	`jnl`	Input complexity and out-of-distribution detection with likelihood-based generative models. CoRR Joan Serrà, David Álvarez, Vicenç Gómez, Olga Slizovskaia, José F. Núñez, Jordi Luque
2019	A	`conf`	Sharing Emotions at Scale: The Vent Dataset. ICWSM Nikolaos Lykousas, Constantinos Patsakis, Andreas Kaltenbrunner, Vicenç Gómez
2019	J	`jnl`	Sharing emotions at scale: The Vent dataset. CoRR Nikolaos Lykousas, Constantinos Patsakis, Andreas Kaltenbrunner, Vicenç Gómez
2019	J	`jnl`	The few-get-richer: a surprising consequence of popularity-based rankings. CoRR Fabrizio Germano, Vicenç Gómez, Gaël Le Mens
2019	A*	`conf`	The few-get-richer: a surprising consequence of popularity-based rankings? WWW Fabrizio Germano, Vicenç Gómez, Gaël Le Mens
2018	B	`conf`	Adult Content in Social Live Streaming Services: Characterizing Deviant Users and Relationships. ASONAM Nikolaos Lykousas, Constantinos Patsakis, Vicenç Gómez
2018	J	`jnl`	Adult content in Social Live Streaming Services: Characterizing deviant users and relationships. CoRR Nikolaos Lykousas, Vicenç Gómez, Constantinos Patsakis
2018	J	`jnl`	Improving width-based planning with compact policies. CoRR Miquel Junyent, Anders Jonsson, Vicenç Gómez
2018	B	`conf`	Interactive Discovery System for Direct Democracy. ASONAM Pablo Aragón, Yago Bermejo, Vicenç Gómez, Andreas Kaltenbrunner
2018	J	`jnl`	Interactive Discovery System for Direct Democracy. CoRR Pablo Aragón, Yago Bermejo, Vicenç Gómez, Andreas Kaltenbrunner
2018	J	`jnl`	Monte Carlo Methods for the Ferromagnetic Potts Model Using Factor Graph Duality. IEEE Trans. Inf. Theory Mehdi Molkaraie, Vicenç Gómez
2018	A	`conf`	Online Petitioning Through Data Exploration and What We Found There: A Dataset of Petitions from Avaaz.org. ICWSM Pablo Aragón, Diego Sáez-Trumper, Miriam Redi, Scott Hale, Vicenç Gómez, Andreas Kaltenbrunner
2018	J	`jnl`	Online Petitioning Through Data Exploration and What We Found There: A Dataset of Petitions from Avaaz.org. CoRR Pablo Aragón, Diego Sáez-Trumper, Miriam Redi, Scott Hale, Vicenç Gómez, Andreas Kaltenbrunner
2017	J	`jnl`	A unified view of entropy-regularized Markov decision processes. CoRR Gergely Neu, Anders Jonsson, Vicenç Gómez
2017	—	`conf`	Deliberative Platform Design: The Case Study of the Online Discussions in Decidim Barcelona. SocInfo (2) Pablo Aragón, Andreas Kaltenbrunner, Antonio Calleja-López, Andrés Pereira, Arnau Monterde, Xabier E. Barandiaran, Vicenç Gómez
2017	J	`jnl`	Deliberative Platform Design: The case study of the online discussions in Decidim Barcelona. CoRR Pablo Aragón, Andreas Kaltenbrunner, Antonio Calleja-López, André Pereira, Arnau Monterde, Xabier E. Barandiaran, Vicenç Gómez
2017	A*	`conf`	Fast rates for online learning in Linearly Solvable Markov Decision Processes. COLT Gergely Neu, Vicenç Gómez
2017	J	`jnl`	Fast rates for online learning in Linearly Solvable Markov Decision Processes. CoRR Gergely Neu, Vicenç Gómez
2017	J	`jnl`	Generative models of online discussion threads: state of the art and research challenges. J. Internet Serv. Appl. Pablo Aragón, Vicenç Gómez, David García, Andreas Kaltenbrunner
2017	—	`conf`	Lost in Re-Election: A Tale of Two Spanish Online Campaigns. SocInfo (2) Helena Gallego, David Laniado, Andreas Kaltenbrunner, Vicenç Gómez, Pablo Aragón
2017	A	`conf`	To Thread or Not to Thread: The Impact of Conversation Threading on Online Discussion. ICWSM Pablo Aragón, Vicenç Gómez, Andreas Kaltenbrunner
2016	J	`jnl`	Action selection in growing state spaces: Control of Network Structure Growth. CoRR Dominik Thalmeier, Vicenç Gómez, Hilbert J. Kappen
2016	—	`conf`	Correcting Multivariate Auto-Regressive Models for the Influence of Unobserved Common Input. CCIA Vicenç Gómez, Mohammad Gheshlaghi Azar, Hilbert J. Kappen
2016	A*	`conf`	Hierarchical Linearly-Solvable Markov Decision Problems. ICAPS Anders Jonsson, Vicenç Gómez
2016	J	`jnl`	Hierarchical Linearly-Solvable Markov Decision Problems. CoRR Anders Jonsson, Vicenç Gómez
2016	A*	`conf`	Real-Time Stochastic Optimal Control for Multi-Agent Quadrotor Systems. ICAPS Vicenç Gómez, Sep Thijssen, Andrew Symington, Stephen Hailes, Hilbert J. Kappen
2016	A	`conf`	Visualization Tool for Collective Awareness in a Platform of Citizen Proposals. ICWSM Pablo Aragón, Vicenç Gómez, Andreas Kaltenbrunner
2015	J	`jnl`	Efficient Monte Carlo Methods for the Potts Model at Low Temperature. CoRR Mehdi Molkaraie, Vicenç Gómez
2015	J	`jnl`	Real-Time Stochastic Optimal Control for Multi-agent Quadrotor Swarms. CoRR Vicenç Gómez, Sep Thijssen, Hilbert J. Kappen, Stephen Hailes, Andrew Symington
2014	J	`jnl`	Adaptive Multiclass Classification for Brain Computer Interfaces. Neural Comput. Alberto Llera, Vicenç Gómez, Hilbert J. Kappen
2014	J	`jnl`	Approximate inference on planar graphs using Loop Calculus and Belief Propagation. CoRR Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov
2014	A	`conf`	Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models. UAI Takamitsu Matsubara, Vicenç Gómez, Hilbert J. Kappen
2014	J	`jnl`	Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models. CoRR Takamitsu Matsubara, Vicenç Gómez, Hilbert J. Kappen
2014	—	`conf`	Policy Search for Path Integral Control. ECML/PKDD (1) Vicenç Gómez, Hilbert J. Kappen, Jan Peters, Gerhard Neumann
2014	J	`jnl`	The Variational Garrote. Mach. Learn. Hilbert J. Kappen, Vicenç Gómez
2013	J	`jnl`	A likelihood-based framework for the analysis of discussion threads. World Wide Web Vicenç Gómez, Hilbert J. Kappen, Nelly Litvak, Andreas Kaltenbrunner
2013	A*	`conf`	Optimal Control as a Graphical Model Inference Problem. ICAPS Hilbert J. Kappen, Vicenç Gómez, Manfred Opper
2012	J	`jnl`	A likelihood-based framework for the analysis of discussion threads CoRR Vicenç Gómez, Hilbert J. Kappen, Nelly Litvak, Andreas Kaltenbrunner
2012	J	`jnl`	Adaptive Classification on Brain-Computer Interfaces Using Reinforcement Signals. Neural Comput. Alberto Llera, Vicenç Gómez, Hilbert J. Kappen
2012	J	`jnl`	Dynamic policy programming. J. Mach. Learn. Res. Mohammad Gheshlaghi Azar, Vicenç Gómez, Hilbert J. Kappen
2012	J	`jnl`	Learning Price-Elasticity of Smart Consumers in Power Distribution Systems CoRR Vicenç Gómez, Michael Chertkov, Scott Backhaus, Hilbert J. Kappen
2012	—	`conf`	Learning price-elasticity of smart consumers in power distribution systems. SmartGridComm Vicenç Gómez, Michael Chertkov, Scott Backhaus, Hilbert J. Kappen
2012	J	`jnl`	Optimal control as a graphical model inference problem. Mach. Learn. Hilbert J. Kappen, Vicenç Gómez, Manfred Opper
2011	A	`conf`	Dynamic Policy Programming with Function Approximation. AISTATS Mohammad Gheshlaghi Azar, Vicenç Gómez, Bert Kappen
2011	—	`conf`	Modeling the structure and evolution of discussion cascades. HT Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner
2011	J	`jnl`	On the use of interaction error potentials for adaptive brain computer interfaces. Neural Networks Alberto Llera, Marcel A. J. van Gerven, Vicenç Gómez, Ole Jensen, Hilbert J. Kappen
2010	J	`jnl`	Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation. J. Mach. Learn. Res. Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov
2010	J	`jnl`	Modeling the structure and evolution of discussion cascades CoRR Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner
2009	J	`jnl`	Approximate inference on planar graphs using Loop Calculus and Belief Propagation CoRR Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov
2009	A	`conf`	Approximate inference on planar graphs using Loop Calculus and Belief Propagation. UAI Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov
2009	J	`jnl`	Optimal control as a graphical model inference problem CoRR Bert Kappen, Vicenç Gómez, Manfred Opper
2009	B	`conf`	Sparse matrix factorization for brain computer interfaces. ACII A. L. Arenas, Vicenç Gómez, Hilbert J. Kappen
2008	—	`—`	Algorithms and complex phenomena in networks: Neural ensembles, statistical, interference and online communities. Vicenç Gómez
2008	—	`conf`	Self-organization using synaptic plasticity. NIPS Vicenç Gómez, Andreas Kaltenbrunner, Vicente López, Hilbert J. Kappen
2008	A*	`conf`	Statistical analysis of the social network and discussion threads in slashdot. WWW Vicenç Gómez, Andreas Kaltenbrunner, Vicente López
2007	—	`conf`	Description and Prediction of Slashdot Activity. LA-WEB Andreas Kaltenbrunner, Vicenç Gómez, Vicente López
2007	—	`conf`	Homogeneous Temporal Activity Patterns in a Large Online Communication Space. SAW Andreas Kaltenbrunner, Vicenç Gómez, Ayman Moghnieh, Rodrigo Meza, Josep Blat, Vicente López
2007	J	`jnl`	Homogeneous temporal activity patterns in a large online communication space CoRR Andreas Kaltenbrunner, Vicenç Gómez, Ayman Moghnieh, Rodrigo Meza, Josep Blat, Vicente López
2007	J	`jnl`	Phase Transition and Hysteresis in an Ensemble of Stochastic Spiking Neurons. Neural Comput. Andreas Kaltenbrunner, Vicenç Gómez, Vicente López
2007	J	`jnl`	Truncating the Loop Series Expansion for Belief Propagation. J. Mach. Learn. Res. Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen
2006	B	`conf`	Event modeling of message interchange in stochastic neural ensembles. IJCNN Vicenç Gómez, Andreas Kaltenbrunner, Vicente López
2006	J	`jnl`	Truncating the loop series expansion for Belief Propagation CoRR Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen