Vicenç Gómez

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 57

Top Topics

Markov Decision Processes

Online Discussion

Top Venues

Publications

Guillermo Infante, Anders Jonsson, Vicenç Gómez
Hierarchical Average-Reward Linearly-solvable Markov Decision Processes. CoRR (2024)
David Kuric, Guillermo Infante, Vicenç Gómez, Anders Jonsson, Herke van Hoof
Planning with a Learned Policy Basis to Optimally Solve Complex Tasks. ICAPS (2024)
Guillermo Infante, David Kuric, Anders Jonsson, Vicenç Gómez, Herke van Hoof
Planning with a Learned Policy Basis to Optimally Solve Complex Tasks. CoRR (2024)
Roger Garriga, Vicenç Gómez, Gábor Lugosi
Individualized post-crisis monitoring of psychiatric patients via Hidden Markov models. Frontiers Digit. Health 6 (2024)
Magí Dalmau-Moreno, Néstor García, Vicenç Gómez, Hector Geffner
Combined Task and Motion Planning via Sketch Decompositions. ICAPS (2024)
Magí Dalmau-Moreno, Néstor García, Vicenç Gómez, Hector Geffner
Combined Task and Motion Planning Via Sketch Decompositions (Extended Version with Supplementary Material). CoRR (2024)
Sergio Calo, Filippo Bistaffa, Anders Jonsson, Vicenç Gómez, Mar Viana
Spatial air quality prediction in urban areas via message passing. Eng. Appl. Artif. Intell. 133 (2024)
Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
Improving Subgraph-GNNs via Edge-Level Ego-Network Encodings. Trans. Mach. Learn. Res. 2024 (2024)
Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
Improving Subgraph-GNNs via Edge-Level Ego-Network Encodings. CoRR (2023)
Emma Fraxanet, Max Pellert, Simon Schweighofer, Vicenç Gómez, David García
Unpacking polarization: Antagonism and Alignment in Signed Networks of Online Interaction. CoRR (2023)
Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
Beyond Weisfeiler-Lehman with Local Ego-Network Encodings. Mach. Learn. Knowl. Extr. 5 (4) (2023)
Fabrizio Germano, Vicenç Gómez, Francesco Sobbrio
Crowding out the truth? A simple model of misinformation, polarization and meaningful social interactions. CoRR (2022)
Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
Beyond 1-WL with Local Ego-Network Encodings. CoRR (2022)
Guillermo Infante, Anders Jonsson, Vicenç Gómez
Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes. AAAI (2022)
Miquel Junyent, Vicenç Gómez, Anders Jonsson
Hierarchical Width-Based Planning and Learning. CoRR (2021)
Miquel Junyent, Vicenç Gómez, Anders Jonsson
Hierarchical Width-Based Planning and Learning. ICAPS (2021)
Guillermo Infante, Anders Jonsson, Vicenç Gómez
Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes. CoRR (2021)
Andrea Valenzuela, Carlos Segura, Ferran Diego, Vicenç Gómez
Expression Transfer Using Flow-Based Generative Models. CVPR Workshops (2021)
Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
Uncovering the Limits of Text-based Emotion Detection. EMNLP (Findings) (2021)
Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
Uncovering the Limits of Text-based Emotion Detection. CoRR (2021)
Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
: An Open Source framework for emotion detection research. Softw. Impacts 10 (2021)
Dominik Thalmeier, Hilbert J. Kappen, Simone Totaro, Vicenç Gómez
Adaptive Smoothing for Path Integral Control. J. Mach. Learn. Res. 21 (2020)
Joan Serrà, David Álvarez, Vicenç Gómez, Olga Slizovskaia, José F. Núñez, Jordi Luque
Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models. ICLR (2020)
Dominik Thalmeier, Hilbert J. Kappen, Simone Totaro, Vicenç Gómez
Adaptive Smoothing Path Integral Control. CoRR (2020)
Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
Inductive Graph Embeddings through Locality Encodings. CoRR (2020)
Bidisha Samanta, Abir De, Gourhari Jana, Vicenç Gómez, Pratim Kumar Chattaraj, Niloy Ganguly, Manuel Gomez-Rodriguez
NEVAE: A Deep Generative Model for Molecular Graphs. J. Mach. Learn. Res. 21 (2020)
Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez
On the design of consequential ranking algorithms. UAI (2020)
Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez
Consequential Ranking Algorithms and Long-term Welfare. CoRR (2019)
Nikolaos Lykousas, Constantinos Patsakis, Andreas Kaltenbrunner, Vicenç Gómez
Sharing Emotions at Scale: The Vent Dataset. ICWSM (2019)
Fabrizio Germano, Vicenç Gómez, Gaël Le Mens
The few-get-richer: a surprising consequence of popularity-based rankings? WWW (2019)
Joan Serrà, David Álvarez, Vicenç Gómez, Olga Slizovskaia, José F. Núñez, Jordi Luque
Input complexity and out-of-distribution detection with likelihood-based generative models. CoRR (2019)
Fabrizio Germano, Vicenç Gómez, Gaël Le Mens
The few-get-richer: a surprising consequence of popularity-based rankings. CoRR (2019)
Nikolaos Lykousas, Constantinos Patsakis, Andreas Kaltenbrunner, Vicenç Gómez
Sharing emotions at scale: The Vent dataset. CoRR (2019)
Miquel Junyent, Anders Jonsson, Vicenç Gómez
Deep Policies for Width-Based Planning in Pixel Domains. ICAPS (2019)
Miquel Junyent, Anders Jonsson, Vicenç Gómez
Deep Policies for Width-Based Planning in Pixel Domains. CoRR (2019)
Mehdi Molkaraie, Vicenç Gómez
Monte Carlo Methods for the Ferromagnetic Potts Model Using Factor Graph Duality. IEEE Trans. Inf. Theory 64 (12) (2018)
Pablo Aragón, Diego Sáez-Trumper, Miriam Redi, Scott A. Hale, Vicenç Gómez, Andreas Kaltenbrunner
Online Petitioning Through Data Exploration and What We Found There: A Dataset of Petitions from Avaaz.org. CoRR (2018)
Nikolaos Lykousas, Vicenç Gómez, Constantinos Patsakis
Adult content in Social Live Streaming Services: Characterizing deviant users and relationships. CoRR (2018)
Pablo Aragón, Diego Sáez-Trumper, Miriam Redi, Scott A. Hale, Vicenç Gómez, Andreas Kaltenbrunner
Online Petitioning Through Data Exploration and What We Found There: A Dataset of Petitions from Avaaz.org. ICWSM (2018)
Miquel Junyent, Anders Jonsson, Vicenç Gómez
Improving width-based planning with compact policies. CoRR (2018)
Pablo Aragón, Yago Bermejo, Vicenç Gómez, Andreas Kaltenbrunner
Interactive Discovery System for Direct Democracy. ASONAM (2018)
Nikolaos Lykousas, Constantinos Patsakis, Vicenç Gómez
Adult Content in Social Live Streaming Services: Characterizing Deviant Users and Relationships. ASONAM (2018)
Pablo Aragón, Yago Bermejo, Vicenç Gómez, Andreas Kaltenbrunner
Interactive Discovery System for Direct Democracy. CoRR (2018)
Gergely Neu, Anders Jonsson, Vicenç Gómez
A unified view of entropy-regularized Markov decision processes. CoRR (2017)
Pablo Aragón, Vicenç Gómez, Andreas Kaltenbrunner
To Thread or Not to Thread: The Impact of Conversation Threading on Online Discussion. ICWSM (2017)
Helena Gallego, David Laniado, Andreas Kaltenbrunner, Vicenç Gómez, Pablo Aragón
Lost in Re-Election: A Tale of Two Spanish Online Campaigns. SocInfo (2) (2017)
Pablo Aragón, Andreas Kaltenbrunner, Antonio Calleja-López, André Pereira, Arnau Monterde, Xabier E. Barandiaran, Vicenç Gómez
Deliberative Platform Design: The case study of the online discussions in Decidim Barcelona. CoRR (2017)
Gergely Neu, Vicenç Gómez
Fast rates for online learning in Linearly Solvable Markov Decision Processes. COLT (2017)
Gergely Neu, Vicenç Gómez
Fast rates for online learning in Linearly Solvable Markov Decision Processes. CoRR (2017)
Pablo Aragón, Vicenç Gómez, David García, Andreas Kaltenbrunner
Generative models of online discussion threads: state of the art and research challenges. J. Internet Serv. Appl. 8 (1) (2017)
Pablo Aragón, Andreas Kaltenbrunner, Antonio Calleja-López, Andrés Pereira, Arnau Monterde, Xabier E. Barandiaran, Vicenç Gómez
Deliberative Platform Design: The Case Study of the Online Discussions in Decidim Barcelona. SocInfo (2) (2017)
Dominik Thalmeier, Vicenç Gómez, Hilbert J. Kappen
Action selection in growing state spaces: Control of Network Structure Growth. CoRR (2016)
Pablo Aragón, Vicenç Gómez, Andreas Kaltenbrunner
Visualization Tool for Collective Awareness in a Platform of Citizen Proposals. ICWSM (2016)
Anders Jonsson, Vicenç Gómez
Hierarchical Linearly-Solvable Markov Decision Problems. CoRR (2016)
Anders Jonsson, Vicenç Gómez
Hierarchical Linearly-Solvable Markov Decision Problems. ICAPS (2016)
Vicenç Gómez, Mohammad Gheshlaghi Azar, Hilbert J. Kappen
Correcting Multivariate Auto-Regressive Models for the Influence of Unobserved Common Input. CCIA (2016)
Vicenç Gómez, Sep Thijssen, Andrew Symington, Stephen Hailes, Hilbert J. Kappen
Real-Time Stochastic Optimal Control for Multi-Agent Quadrotor Systems. ICAPS (2016)
Mehdi Molkaraie, Vicenç Gómez
Efficient Monte Carlo Methods for the Potts Model at Low Temperature. CoRR (2015)
Vicenç Gómez, Sep Thijssen, Hilbert J. Kappen, Stephen Hailes, Andrew Symington
Real-Time Stochastic Optimal Control for Multi-agent Quadrotor Swarms. CoRR (2015)
Hilbert J. Kappen, Vicenç Gómez
The Variational Garrote. Mach. Learn. 96 (3) (2014)
Vicenç Gómez, Hilbert J. Kappen, Jan Peters, Gerhard Neumann
Policy Search for Path Integral Control. ECML/PKDD (1) (2014)
Takamitsu Matsubara, Vicenç Gómez, Hilbert J. Kappen
Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models. UAI (2014)
Alberto Llera, Vicenç Gómez, Hilbert J. Kappen
Adaptive Multiclass Classification for Brain Computer Interfaces. Neural Comput. 26 (6) (2014)
Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov
Approximate inference on planar graphs using Loop Calculus and Belief Propagation. CoRR (2014)
Takamitsu Matsubara, Vicenç Gómez, Hilbert J. Kappen
Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models. CoRR (2014)
Vicenç Gómez, Hilbert J. Kappen, Nelly Litvak, Andreas Kaltenbrunner
A likelihood-based framework for the analysis of discussion threads. World Wide Web 16 (5-6) (2013)
Hilbert J. Kappen, Vicenç Gómez, Manfred Opper
Optimal Control as a Graphical Model Inference Problem. ICAPS (2013)
Vicenç Gómez, Michael Chertkov, Scott Backhaus, Hilbert J. Kappen
Learning Price-Elasticity of Smart Consumers in Power Distribution Systems CoRR (2012)
Mohammad Gheshlaghi Azar, Vicenç Gómez, Hilbert J. Kappen
Dynamic policy programming. J. Mach. Learn. Res. 13 (2012)
Vicenç Gómez, Michael Chertkov, Scott Backhaus, Hilbert J. Kappen
Learning price-elasticity of smart consumers in power distribution systems. SmartGridComm (2012)
Vicenç Gómez, Hilbert J. Kappen, Nelly Litvak, Andreas Kaltenbrunner
A likelihood-based framework for the analysis of discussion threads CoRR (2012)
Hilbert J. Kappen, Vicenç Gómez, Manfred Opper
Optimal control as a graphical model inference problem. Mach. Learn. 87 (2) (2012)
Alberto Llera, Vicenç Gómez, Hilbert J. Kappen
Adaptive Classification on Brain-Computer Interfaces Using Reinforcement Signals. Neural Comput. 24 (11) (2012)
Alberto Llera, Marcel A. J. van Gerven, Vicenç Gómez, Ole Jensen, Hilbert J. Kappen
On the use of interaction error potentials for adaptive brain computer interfaces. Neural Networks 24 (10) (2011)
Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner
Modeling the structure and evolution of discussion cascades. HT (2011)
Mohammad Gheshlaghi Azar, Vicenç Gómez, Bert Kappen
Dynamic Policy Programming with Function Approximation. AISTATS (2011)
Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov
Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation. J. Mach. Learn. Res. 11 (2010)
Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner
Modeling the structure and evolution of discussion cascades CoRR (2010)
Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov
Approximate inference on planar graphs using Loop Calculus and Belief Propagation. UAI (2009)
A. L. Arenas, Vicenç Gómez, Hilbert J. Kappen
Sparse matrix factorization for brain computer interfaces. ACII (2009)
Bert Kappen, Vicenç Gómez, Manfred Opper
Optimal control as a graphical model inference problem CoRR (2009)
Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov
Approximate inference on planar graphs using Loop Calculus and Belief Propagation CoRR (2009)
Vicenç Gómez, Andreas Kaltenbrunner, Vicente López, Hilbert J. Kappen
Self-organization using synaptic plasticity. NIPS (2008)
Vicenç Gómez, Andreas Kaltenbrunner, Vicente López
Statistical analysis of the social network and discussion threads in slashdot. WWW (2008)
Andreas Kaltenbrunner, Vicenç Gómez, Vicente López
Description and Prediction of Slashdot Activity. LA-WEB (2007)
Andreas Kaltenbrunner, Vicenç Gómez, Ayman Moghnieh, Rodrigo Meza, Josep Blat, Vicente López
Homogeneous Temporal Activity Patterns in a Large Online Communication Space. SAW (2007)
Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen
Truncating the Loop Series Expansion for Belief Propagation. J. Mach. Learn. Res. 8 (2007)
Andreas Kaltenbrunner, Vicenç Gómez, Vicente López
Phase Transition and Hysteresis in an Ensemble of Stochastic Spiking Neurons. Neural Comput. 19 (11) (2007)
Andreas Kaltenbrunner, Vicenç Gómez, Ayman Moghnieh, Rodrigo Meza, Josep Blat, Vicente López
Homogeneous temporal activity patterns in a large online communication space CoRR (2007)
Vicenç Gómez, Andreas Kaltenbrunner, Vicente López
Event modeling of message interchange in stochastic neural ensembles. IJCNN (2006)
Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen
Truncating the loop series expansion for Belief Propagation CoRR (2006)