Dario García-García

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 10

Top Topics

Multiclass Classification

Imbalanced Data

Trend Detection

Recommender Systems

Top Venues

LIDTA@ECML/PKDD

Publications

Matthew Clifford, Jonathan Erskine, Alexander Hepburn, Raúl Santos-Rodríguez, Dario García-García
Learning Confidence Bounds for Classification with Imbalanced Data. CoRR (2024)
Pannaga Shivaswamy, Dario García-García
Adversary or Friend? An adversarial Approach to Improving Recommender Systems. RecSys (2022)
Harald Steck, Dario García-García
On the Regularization of Autoencoders. CoRR (2021)
Bo Kang, Dario García-García, Jefrey Lijffijt, Raúl Santos-Rodríguez, Tijl De Bie
Conditional t-SNE: more informative t-SNE embeddings. Mach. Learn. 110 (10) (2021)
Bo Kang, Dario García-García, Jefrey Lijffijt, Raúl Santos-Rodríguez, Tijl De Bie
Conditional t-SNE: More informative t-SNE embeddings. DSAA (2021)
Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Dario García-García, Jesús Cid-Sueiro
Recycling weak labels for multiclass classification. Neurocomputing 400 (2020)
Bo Kang, Dario García-García, Jefrey Lijffijt, Raúl Santos-Rodríguez, Tijl De Bie
Conditional t-SNE: Complementary t-SNE embeddings through factoring out prior information. CoRR (2019)
Alexander Hepburn, Ryan McConville, Raúl Santos-Rodríguez, Jesús Cid-Sueiro, Dario García-García
Proper Losses for Learning with Example-Dependent Costs. LIDTA@ECML/PKDD (2018)
Quanzeng You, Dario García-García, Manohar Paluri, Jiebo Luo, Jungseock Joo
Cultural Diffusion and Trends in Facebook Photographs. ICWSM (2017)
Quanzeng You, Dario García-García, Manohar Paluri, Jiebo Luo, Jungseock Joo
Cultural Diffusion and Trends in Facebook Photographs. CoRR (2017)
Jesús Cid-Sueiro, Dario García-García, Raúl Santos-Rodríguez
Consistency of Losses for Learning from Weak Labels. ECML/PKDD (1) (2014)
Avraham Ruderman, Mark D. Reid, Dario García-García, James Petterson
Tighter Variational Representations of f-Divergences via Restriction to Probability Measures. ICML (2012)
Dario García-García, Robert C. Williamson
Divergences and Risks for Multiclass Experiments. COLT (2012)
Alberto García-Durán, Jerónimo Arenas-García, Dario García-García, Emilio Parrado-Hernández
Music Genre Classification based on Dynamical Models. ICPRAM (2) (2012)
Dario García-García, Raúl Santos-Rodríguez, Emilio Parrado-Hernández
Classifier-based affinities for clustering sets of vectors. MLSP (2012)
Avraham Ruderman, Mark D. Reid, Dario García-García, James Petterson
Tighter Variational Representations of f-Divergences via Restriction to Probability Measures CoRR (2012)
Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María
State-space dynamics distance for clustering sequential data. Pattern Recognit. 44 (5) (2011)
Dario García-García, Ulrike von Luxburg, Raúl Santos-Rodríguez
Risk-Based Generalizations of f-divergences. ICML (2011)
Dario García-García, Raúl Santos-Rodríguez
Sphere packing for clustering sets of vectors in feature space. ICASSP (2011)
Raúl Santos-Rodríguez, Dario García-García
Cost-Sensitive Feature Selection Based on the Set Covering Machine. ICDM Workshops (2010)
Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María
State-Space Dynamics Distance for Clustering Sequential Data CoRR (2010)
Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María
Sequence Segmentation via Clustering of Subsequences. ICMLA (2009)
Raúl Santos-Rodríguez, Dario García-García, Jesús Cid-Sueiro
Cost-Sensitive Classification Based on Bregman Divergences for Medical Diagnosis. ICMLA (2009)
Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María
A New Distance Measure for Model-Based Sequence Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 31 (7) (2009)
Dario García-García, Raúl Santos-Rodríguez
Spectral Clustering and Feature Selection for Microarray Data. ICMLA (2009)
Iván González-Díaz, Dario García-García, Fernando Díaz-de-María
A spatially aware generative model for image classification, topic discovery and segmentation. ICIP (2009)
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
UC3M High Level Feature Extraction at TRECVID 2008. TRECVID (2008)