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ORCIDVicenç Gómez
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- affiliation: Universitat Pompeu Fabra, Barcelona, Spain
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2020 – today
- 2024
[j19]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: 108191 (2024)- [j18]Roger Garriga, Vicenç Gómez, Gábor Lugosi:
Individualized post-crisis monitoring of psychiatric patients via Hidden Markov models. Frontiers Digit. Health 6 (2024) - [j17]Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez:
Improving Subgraph-GNNs via Edge-Level Ego-Network Encodings. Trans. Mach. Learn. Res. 2024 (2024) - [c37]Guillermo Infante, Anders Jonsson, Vicenç Gómez:
Hierarchical Average-Reward Linearly-Solvable Markov Decision Processes. ECAI 2024: 1325-1332 - [c36]Magí Dalmau-Moreno, Néstor García, Vicenç Gómez, Hector Geffner:
Combined Task and Motion Planning via Sketch Decompositions. ICAPS 2024: 123-132 - [c35]David Kuric, Guillermo Infante, Vicenç Gómez, Anders Jonsson, Herke van Hoof:
Planning with a Learned Policy Basis to Optimally Solve Complex Tasks. ICAPS 2024: 333-341 - [i38]Guillermo Infante, David Kuric, Anders Jonsson, Vicenç Gómez, Herke van Hoof:
Planning with a Learned Policy Basis to Optimally Solve Complex Tasks. CoRR abs/2403.15301 (2024) - [i37]Magí Dalmau-Moreno, Néstor García, Vicenç Gómez, Hector Geffner:
Combined Task and Motion Planning Via Sketch Decompositions (Extended Version with Supplementary Material). CoRR abs/2403.16277 (2024) - [i36]Guillermo Infante, Anders Jonsson, Vicenç Gómez:
Hierarchical Average-Reward Linearly-solvable Markov Decision Processes. CoRR abs/2407.06690 (2024) - [i35]Emma Fraxanet, Fabrizio Germano, Andreas Kaltenbrunner, Vicenç Gómez:
Engagement, Content Quality and Ideology over Time on the Facebook URL Dataset. CoRR abs/2409.13461 (2024) - 2023
- [j16]Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez:
Beyond Weisfeiler-Lehman with Local Ego-Network Encodings. Mach. Learn. Knowl. Extr. 5(4): 1234-1265 (2023) - [c34]Manel Gil Sorribes, Gabriele Leoni, Antonio Puertas Gallardo, Mauro Petrillo, Sergio Consoli, Vicenç Gómez, Mario Ceresa:
ML-based predictive gut microbiome analysis for health assessment. CENTERIS/ProjMAN/HCist 2023: 1452-1459 - [i34]Emma Fraxanet, Max Pellert, Simon Schweighofer, Vicenç Gómez, David García:
Unpacking polarization: Antagonism and Alignment in Signed Networks of Online Interaction. CoRR abs/2307.06571 (2023) - [i33]Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez:
Improving Subgraph-GNNs via Edge-Level Ego-Network Encodings. CoRR abs/2312.05905 (2023) - 2022
- [c33]Guillermo Infante, Anders Jonsson, Vicenç Gómez:
Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes. AAAI 2022: 6970-6977 - [i32]Fabrizio Germano, Vicenç Gómez, Francesco Sobbrio:
Crowding out the truth? A simple model of misinformation, polarization and meaningful social interactions. CoRR abs/2210.02248 (2022) - [i31]Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez:
Beyond 1-WL with Local Ego-Network Encodings. CoRR abs/2211.14906 (2022) - 2021
- [j15]Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez:
Emotion-Core: An Open Source framework for emotion detection research. Softw. Impacts 10: 100179 (2021) - [c32]Miquel Junyent, Vicenç Gómez, Anders Jonsson:
Hierarchical Width-Based Planning and Learning. ICAPS 2021: 519-527 - [c31]Andrea Valenzuela, Carlos Segura, Ferran Diego, Vicenç Gómez:
Expression Transfer Using Flow-Based Generative Models. CVPR Workshops 2021: 1023-1031 - [c30]Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez:
Uncovering the Limits of Text-based Emotion Detection. EMNLP (Findings) 2021: 2560-2583 - [i30]Miquel Junyent, Vicenç Gómez, Anders Jonsson:
Hierarchical Width-Based Planning and Learning. CoRR abs/2101.06177 (2021) - [i29]Guillermo Infante, Anders Jonsson, Vicenç Gómez:
Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes. CoRR abs/2106.15380 (2021) - [i28]Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez:
Uncovering the Limits of Text-based Emotion Detection. CoRR abs/2109.01900 (2021) - 2020
- [j14]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: 114:1-114:33 (2020) - [j13]Dominik Thalmeier, Hilbert J. Kappen, Simone Totaro, Vicenç Gómez:
Adaptive Smoothing for Path Integral Control. J. Mach. Learn. Res. 21: 191:1-191:37 (2020) - [c29]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 - [c28]Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez:
On the design of consequential ranking algorithms. UAI 2020: 171-180 - [i27]Dominik Thalmeier, Hilbert J. Kappen, Simone Totaro, Vicenç Gómez:
Adaptive Smoothing Path Integral Control. CoRR abs/2005.06364 (2020) - [i26]Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez:
Inductive Graph Embeddings through Locality Encodings. CoRR abs/2009.12585 (2020)
2010 – 2019
- 2019
- [c27]Miquel Junyent, Anders Jonsson, Vicenç Gómez:
Deep Policies for Width-Based Planning in Pixel Domains. ICAPS 2019: 646-654 - [c26]Nikolaos Lykousas, Constantinos Patsakis, Andreas Kaltenbrunner, Vicenç Gómez:
Sharing Emotions at Scale: The Vent Dataset. ICWSM 2019: 611-619 - [c25]Fabrizio Germano, Vicenç Gómez, Gaël Le Mens:
The few-get-richer: a surprising consequence of popularity-based rankings? WWW 2019: 2764-2770 - [i25]Nikolaos Lykousas, Constantinos Patsakis, Andreas Kaltenbrunner, Vicenç Gómez:
Sharing emotions at scale: The Vent dataset. CoRR abs/1901.04856 (2019) - [i24]Fabrizio Germano, Vicenç Gómez, Gaël Le Mens:
The few-get-richer: a surprising consequence of popularity-based rankings. CoRR abs/1902.02580 (2019) - [i23]Miquel Junyent, Anders Jonsson, Vicenç Gómez:
Deep Policies for Width-Based Planning in Pixel Domains. CoRR abs/1904.07091 (2019) - [i22]Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez:
Consequential Ranking Algorithms and Long-term Welfare. CoRR abs/1905.05305 (2019) - [i21]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 abs/1909.11480 (2019) - 2018
- [j12]Mehdi Molkaraie, Vicenç Gómez:
Monte Carlo Methods for the Ferromagnetic Potts Model Using Factor Graph Duality. IEEE Trans. Inf. Theory 64(12): 7449-7464 (2018) - [c24]Nikolaos Lykousas, Constantinos Patsakis, Vicenç Gómez:
Adult Content in Social Live Streaming Services: Characterizing Deviant Users and Relationships. ASONAM 2018: 375-382 - [c23]Pablo Aragón, Yago Bermejo, Vicenç Gómez, Andreas Kaltenbrunner:
Interactive Discovery System for Direct Democracy. ASONAM 2018: 601-604 - [c22]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: 474-480 - [i20]Miquel Junyent, Anders Jonsson, Vicenç Gómez:
Improving width-based planning with compact policies. CoRR abs/1806.05898 (2018) - [i19]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 abs/1806.08282 (2018) - [i18]Nikolaos Lykousas, Vicenç Gómez, Constantinos Patsakis:
Adult content in Social Live Streaming Services: Characterizing deviant users and relationships. CoRR abs/1806.10577 (2018) - [i17]Pablo Aragón, Yago Bermejo, Vicenç Gómez, Andreas Kaltenbrunner:
Interactive Discovery System for Direct Democracy. CoRR abs/1807.04448 (2018) - 2017
- [j11]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): 15:1-15:17 (2017) - [c21]Gergely Neu, Vicenç Gómez:
Fast rates for online learning in Linearly Solvable Markov Decision Processes. COLT 2017: 1567-1588 - [c20]Pablo Aragón, Vicenç Gómez, Andreas Kaltenbrunner:
To Thread or Not to Thread: The Impact of Conversation Threading on Online Discussion. ICWSM 2017: 12-21 - [c19]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: 277-287 - [c18]Helena Gallego, David Laniado, Andreas Kaltenbrunner, Vicenç Gómez, Pablo Aragón:
Lost in Re-Election: A Tale of Two Spanish Online Campaigns. SocInfo (2) 2017: 355-367 - [i16]Gergely Neu, Vicenç Gómez:
Fast rates for online learning in Linearly Solvable Markov Decision Processes. CoRR abs/1702.06341 (2017) - [i15]Gergely Neu, Anders Jonsson, Vicenç Gómez:
A unified view of entropy-regularized Markov decision processes. CoRR abs/1705.07798 (2017) - [i14]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 abs/1707.06526 (2017) - 2016
- [c17]Anders Jonsson, Vicenç Gómez:
Hierarchical Linearly-Solvable Markov Decision Problems. ICAPS 2016: 193-201 - [c16]Vicenç Gómez, Sep Thijssen, Andrew Symington, Stephen Hailes, Hilbert J. Kappen:
Real-Time Stochastic Optimal Control for Multi-Agent Quadrotor Systems. ICAPS 2016: 468-476 - [c15]Vicenç Gómez, Mohammad Gheshlaghi Azar, Hilbert J. Kappen:
Correcting Multivariate Auto-Regressive Models for the Influence of Unobserved Common Input. CCIA 2016: 177-186 - [c14]Pablo Aragón, Vicenç Gómez, Andreas Kaltenbrunner:
Visualization Tool for Collective Awareness in a Platform of Citizen Proposals. ICWSM 2016: 756-757 - [i13]Anders Jonsson, Vicenç Gómez:
Hierarchical Linearly-Solvable Markov Decision Problems. CoRR abs/1603.03267 (2016) - [i12]Dominik Thalmeier, Vicenç Gómez, Hilbert J. Kappen:
Action selection in growing state spaces: Control of Network Structure Growth. CoRR abs/1606.07777 (2016) - 2015
- [i11]Vicenç Gómez, Sep Thijssen, Hilbert J. Kappen, Stephen Hailes, Andrew Symington:
Real-Time Stochastic Optimal Control for Multi-agent Quadrotor Swarms. CoRR abs/1502.04548 (2015) - [i10]Mehdi Molkaraie, Vicenç Gómez:
Efficient Monte Carlo Methods for the Potts Model at Low Temperature. CoRR abs/1506.07044 (2015) - 2014
- [j10]Hilbert J. Kappen, Vicenç Gómez:
The Variational Garrote. Mach. Learn. 96(3): 269-294 (2014) - [j9]Alberto Llera, Vicenç Gómez, Hilbert J. Kappen:
Adaptive Multiclass Classification for Brain Computer Interfaces. Neural Comput. 26(6): 1108-1127 (2014) - [c13]Vicenç Gómez, Hilbert J. Kappen, Jan Peters, Gerhard Neumann:
Policy Search for Path Integral Control. ECML/PKDD (1) 2014: 482-497 - [c12]Takamitsu Matsubara, Vicenç Gómez, Hilbert J. Kappen:
Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models. UAI 2014: 583-592 - [i9]Takamitsu Matsubara, Vicenç Gómez, Hilbert J. Kappen:
Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models. CoRR abs/1406.0993 (2014) - [i8]Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov:
Approximate inference on planar graphs using Loop Calculus and Belief Propagation. CoRR abs/1408.2034 (2014) - 2013
- [j8]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): 645-675 (2013) - [c11]Hilbert J. Kappen, Vicenç Gómez, Manfred Opper:
Optimal Control as a Graphical Model Inference Problem. ICAPS 2013 - 2012
- [j7]Mohammad Gheshlaghi Azar, Vicenç Gómez, Hilbert J. Kappen:
Dynamic policy programming. J. Mach. Learn. Res. 13: 3207-3245 (2012) - [j6]Hilbert J. Kappen, Vicenç Gómez, Manfred Opper:
Optimal control as a graphical model inference problem. Mach. Learn. 87(2): 159-182 (2012) - [j5]Alberto Llera, Vicenç Gómez, Hilbert J. Kappen:
Adaptive Classification on Brain-Computer Interfaces Using Reinforcement Signals. Neural Comput. 24(11): 2900-2923 (2012) - [c10]Vicenç Gómez, Michael Chertkov, Scott Backhaus, Hilbert J. Kappen:
Learning price-elasticity of smart consumers in power distribution systems. SmartGridComm 2012: 647-652 - [i7]Vicenç Gómez, Hilbert J. Kappen, Nelly Litvak, Andreas Kaltenbrunner:
A likelihood-based framework for the analysis of discussion threads. CoRR abs/1203.0652 (2012) - [i6]Vicenç Gómez, Michael Chertkov, Scott Backhaus, Hilbert J. Kappen:
Learning Price-Elasticity of Smart Consumers in Power Distribution Systems. CoRR abs/1209.5656 (2012) - 2011
- [j4]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): 1120-1127 (2011) - [c9]Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner:
Modeling the structure and evolution of discussion cascades. HT 2011: 181-190 - [c8]Mohammad Gheshlaghi Azar, Vicenç Gómez, Bert Kappen:
Dynamic Policy Programming with Function Approximation. AISTATS 2011: 119-127 - 2010
- [j3]Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov:
Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation. J. Mach. Learn. Res. 11: 1273-1296 (2010) - [i5]Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner:
Modeling the structure and evolution of discussion cascades. CoRR abs/1011.0673 (2010)
2000 – 2009
- 2009
- [c7]A. L. Arenas, Vicenç Gómez, Hilbert J. Kappen:
Sparse matrix factorization for brain computer interfaces. ACII 2009: 1-6 - [c6]Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov:
Approximate inference on planar graphs using Loop Calculus and Belief Propagation. UAI 2009: 195-202 - [i4]Bert Kappen, Vicenç Gómez, Manfred Opper:
Optimal control as a graphical model inference problem. CoRR abs/0901.0633 (2009) - [i3]Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov:
Approximate inference on planar graphs using Loop Calculus and Belief Propagation. CoRR abs/0901.0786 (2009) - 2008
- [b1]Vicenç Gómez:
Algorithms and complex phenomena in networks: Neural ensembles, statistical, interference and online communities. Pompeu Fabra University, Spain, 2008 - [c5]Vicenç Gómez, Andreas Kaltenbrunner, Vicente López, Hilbert J. Kappen:
Self-organization using synaptic plasticity. NIPS 2008: 513-520 - [c4]Vicenç Gómez, Andreas Kaltenbrunner, Vicente López:
Statistical analysis of the social network and discussion threads in slashdot. WWW 2008: 645-654 - 2007
- [j2]Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen:
Truncating the Loop Series Expansion for Belief Propagation. J. Mach. Learn. Res. 8: 1987-2016 (2007) - [j1]Andreas Kaltenbrunner, Vicenç Gómez, Vicente López:
Phase Transition and Hysteresis in an Ensemble of Stochastic Spiking Neurons. Neural Comput. 19(11): 3011-3050 (2007) - [c3]Andreas Kaltenbrunner, Vicenç Gómez, Ayman Moghnieh, Rodrigo Meza, Josep Blat, Vicente López:
Homogeneous Temporal Activity Patterns in a Large Online Communication Space. SAW 2007 - [c2]Andreas Kaltenbrunner, Vicenç Gómez, Vicente López:
Description and Prediction of Slashdot Activity. LA-WEB 2007: 57-66 - [i2]Andreas Kaltenbrunner, Vicenç Gómez, Ayman Moghnieh, Rodrigo Meza, Josep Blat, Vicente López:
Homogeneous temporal activity patterns in a large online communication space. CoRR abs/0708.1579 (2007) - 2006
- [c1]Vicenç Gómez, Andreas Kaltenbrunner, Vicente López:
Event modeling of message interchange in stochastic neural ensembles. IJCNN 2006: 81-88 - [i1]Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen:
Truncating the loop series expansion for Belief Propagation. CoRR abs/cs/0612109 (2006)
Coauthor Index
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