Dario García-García

28 papers A* 3A 3B 2C 3Misc 1Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2024 A conf
Learning Confidence Bounds for Classification with Imbalanced Data.
ECAI
Matthew Clifford, Jonathan Erskine, Alexander Hepburn, Raúl Santos-Rodríguez, Dario García-García
2024 J jnl
Learning Confidence Bounds for Classification with Imbalanced Data.
CoRR
Matthew Clifford, Jonathan Erskine, Alexander Hepburn, Raúl Santos-Rodríguez, Dario García-García
2022 A conf
Adversary or Friend? An adversarial Approach to Improving Recommender Systems.
RecSys
Pannaga Shivaswamy, Dario García-García
2021 B conf
Conditional t-SNE: More informative t-SNE embeddings.
DSAA
Bo Kang, Dario García-García, Jefrey Lijffijt, Raúl Santos-Rodríguez, Tijl De Bie
2021 J jnl
Conditional t-SNE: more informative t-SNE embeddings.
Mach. Learn.
Bo Kang, Dario García-García, Jefrey Lijffijt, Raúl Santos-Rodríguez, Tijl De Bie
2021 J jnl
On the Regularization of Autoencoders.
CoRR
Harald Steck, Dario García-García
2020 J jnl
Recycling weak labels for multiclass classification.
Neurocomputing
Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Dario García-García, Jesús Cid-Sueiro
2019 J jnl
Conditional t-SNE: Complementary t-SNE embeddings through factoring out prior information.
CoRR
Bo Kang, Dario García-García, Jefrey Lijffijt, Raúl Santos-Rodríguez, Tijl De Bie
2018 — conf
Proper Losses for Learning with Example-Dependent Costs.
LIDTA@ECML/PKDD
Alexander Hepburn, Ryan McConville, Raúl Santos-Rodríguez, Jesús Cid-Sueiro, Dario García-García
2017 A conf
Cultural Diffusion and Trends in Facebook Photographs.
ICWSM
Quanzeng You, Dario García-García, Manohar Paluri, Jiebo Luo, Jungseock Joo
2017 J jnl
Cultural Diffusion and Trends in Facebook Photographs.
CoRR
Quanzeng You, Dario García-García, Manohar Paluri, Jiebo Luo, Jungseock Joo
2014 — conf
Consistency of Losses for Learning from Weak Labels.
ECML/PKDD (1)
Jesús Cid-Sueiro, Dario García-García, Raúl Santos-Rodríguez
2012 — conf
Classifier-based affinities for clustering sets of vectors.
MLSP
Dario García-García, Raúl Santos-Rodríguez, Emilio Parrado-Hernández
2012 A* conf
Divergences and Risks for Multiclass Experiments.
COLT
Dario García-García, Robert C. Williamson
2012 — conf
Music Genre Classification based on Dynamical Models.
ICPRAM (2)
Alberto García-Durán, Jerónimo Arenas-García, Dario García-García, Emilio Parrado-Hernández
2012 J jnl
Tighter Variational Representations of f-Divergences via Restriction to Probability Measures
CoRR
Avraham Ruderman, Mark D. Reid, Dario García-García, James Petterson
2012 A* conf
Tighter Variational Representations of f-Divergences via Restriction to Probability Measures.
ICML
Avraham Ruderman, Mark D. Reid, Dario García-García, James Petterson
2011 A* conf
Risk-Based Generalizations of f-divergences.
ICML
Dario García-García, Ulrike von Luxburg, Raúl Santos-Rodríguez
2011 Misc conf
Sphere packing for clustering sets of vectors in feature space.
ICASSP
Dario García-García, Raúl Santos-Rodríguez
2011 J jnl
State-space dynamics distance for clustering sequential data.
Pattern Recognit.
Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María
2010 — conf
Cost-Sensitive Feature Selection Based on the Set Covering Machine.
ICDM Workshops
Raúl Santos-Rodríguez, Dario García-García
2010 J jnl
State-Space Dynamics Distance for Clustering Sequential Data
CoRR
Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María
2009 J jnl
A New Distance Measure for Model-Based Sequence Clustering.
IEEE Trans. Pattern Anal. Mach. Intell.
Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María
2009 B conf
A spatially aware generative model for image classification, topic discovery and segmentation.
ICIP
Iván González-Díaz, Dario García-García, Fernando Díaz-de-María
2009 C conf
Cost-Sensitive Classification Based on Bregman Divergences for Medical Diagnosis.
ICMLA
Raúl Santos-Rodríguez, Dario García-García, Jesús Cid-Sueiro
2009 C conf
Sequence Segmentation via Clustering of Subsequences.
ICMLA
Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María
2009 C conf
Spectral Clustering and Feature Selection for Microarray Data.
ICMLA
Dario García-García, Raúl Santos-Rodríguez
2008 — conf
UC3M High Level Feature Extraction at TRECVID 2008.
TRECVID
Iván González-Díaz, Dario García-García, Rubén Solera-Ureña, Jaisiel Madrid-Sánchez, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Fernando Díaz-de-María, Jerónimo Arenas-García