Dario García-García

According to our database, Dario García-García authored at least 22 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Adversary or Friend? An adversarial Approach to Improving Recommender Systems.

Pannaga Shivaswamy, Dario García-García

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

2021

Conditional t-SNE: more informative t-SNE embeddings.

Bo Kang, Dario García-García, Jefrey Lijffijt, Raúl Santos-Rodríguez, Tijl De Bie

Mach. Learn., 2021

On the Regularization of Autoencoders.

Harald Steck, Dario García-García

CoRR, 2021

2020

Recycling weak labels for multiclass classification.

Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Dario García-García, Jesús Cid-Sueiro

Neurocomputing, 2020

2019

Conditional t-SNE: Complementary t-SNE embeddings through factoring out prior information.

Bo Kang, Dario García-García, Jefrey Lijffijt, Raúl Santos-Rodríguez, Tijl De Bie

CoRR, 2019

2018

Proper Losses for Learning with Example-Dependent Costs.

Alexander Hepburn, Ryan McConville, Raúl Santos-Rodríguez, Jesús Cid-Sueiro, Dario García-García

Proceedings of the Second International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2018

2017

Cultural Diffusion and Trends in Facebook Photographs.

Quanzeng You, Dario García-García, Manohar Paluri, Jiebo Luo, Jungseock Joo

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

2014

Consistency of Losses for Learning from Weak Labels.

Jesús Cid-Sueiro, Dario García-García, Raúl Santos-Rodríguez

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

2012

Divergences and Risks for Multiclass Experiments.

Dario García-García, Robert C. Williamson

Proceedings of the COLT 2012, 2012

Classifier-based affinities for clustering sets of vectors.

Dario García-García, Raúl Santos-Rodríguez, Emilio Parrado-Hernández

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Music Genre Classification based on Dynamical Models.

Alberto García-Durán, Jerónimo Arenas-García, Dario García-García, Emilio Parrado-Hernández

Proceedings of the ICPRAM 2012, 2012

Tighter Variational Representations of f-Divergences via Restriction to Probability Measures.

Avraham Ruderman, Mark D. Reid, Dario García-García, James Petterson

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

State-space dynamics distance for clustering sequential data.

Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María

Pattern Recognit., 2011

Risk-Based Generalizations of f-divergences.

Dario García-García, Ulrike von Luxburg, Raúl Santos-Rodríguez

Proceedings of the 28th International Conference on Machine Learning, 2011

Sphere packing for clustering sets of vectors in feature space.

Dario García-García, Raúl Santos-Rodríguez

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Cost-Sensitive Feature Selection Based on the Set Covering Machine.

Raúl Santos-Rodríguez, Dario García-García

Proceedings of the ICDMW 2010, 2010

2009

A New Distance Measure for Model-Based Sequence Clustering.

Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Cost-Sensitive Classification Based on Bregman Divergences for Medical Diagnosis.

Raúl Santos-Rodríguez, Dario García-García, Jesús Cid-Sueiro

Proceedings of the International Conference on Machine Learning and Applications, 2009

Spectral Clustering and Feature Selection for Microarray Data.

Dario García-García, Raúl Santos-Rodríguez

Proceedings of the International Conference on Machine Learning and Applications, 2009

Sequence Segmentation via Clustering of Subsequences.

Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María

Proceedings of the International Conference on Machine Learning and Applications, 2009

A spatially aware generative model for image classification, topic discovery and segmentation.

Iván González-Díaz, Dario García-García, Fernando Díaz-de-María

Proceedings of the International Conference on Image Processing, 2009

2008

UC3M High Level Feature Extraction at TRECVID 2008.

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

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008