Dario García-García

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2022

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

[BibT_eX]

[DOI]

Pannaga Shivaswamy

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.

[BibT_eX]

[DOI]

Bo Kang

Jefrey Lijffijt

Tijl De Bie

Mach. Learn., 2021

On the Regularization of Autoencoders.

[BibT_eX]

[DOI]

Harald Steck

CoRR, 2021

2020

Recycling weak labels for multiclass classification.

[BibT_eX]

[DOI]

Miquel Perelló-Nieto

Neurocomputing, 2020

2019

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

[BibT_eX]

[DOI]

Bo Kang

Jefrey Lijffijt

Tijl De Bie

CoRR, 2019

2018

Proper Losses for Learning with Example-Dependent Costs.

[BibT_eX]

[DOI]

Alexander Hepburn

Ryan McConville

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

2017

Cultural Diffusion and Trends in Facebook Photographs.

[BibT_eX]

[DOI]

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

2014

Consistency of Losses for Learning from Weak Labels.

[BibT_eX]

[DOI]

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

2012

Divergences and Risks for Multiclass Experiments.

[BibT_eX]

[DOI]

Robert C. Williamson

Proceedings of the COLT 2012, 2012

Classifier-based affinities for clustering sets of vectors.

[BibT_eX]

[DOI]

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

Music Genre Classification based on Dynamical Models.

[BibT_eX]

Alberto García-Durán

Jerónimo Arenas-García

Proceedings of the ICPRAM 2012, 2012

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

[BibT_eX]

[DOI]

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

2011

State-space dynamics distance for clustering sequential data.

[BibT_eX]

[DOI]

Pattern Recognit., 2011

Risk-Based Generalizations of f-divergences.

[BibT_eX]

[DOI]

Ulrike von Luxburg

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

Sphere packing for clustering sets of vectors in feature space.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

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

[BibT_eX]

[DOI]

Proceedings of the ICDMW 2010, 2010

2009

A New Distance Measure for Model-Based Sequence Clustering.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Spectral Clustering and Feature Selection for Microarray Data.

[BibT_eX]

[DOI]

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

Sequence Segmentation via Clustering of Subsequences.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Iván González-Díaz

Proceedings of the International Conference on Image Processing, 2009

2008

UC3M High Level Feature Extraction at TRECVID 2008.

[BibT_eX]

[DOI]

Iván González-Díaz

Rubén Solera-Ureña

Jaisiel Madrid-Sánchez

Vanessa Gómez-Verdejo

Manel Martínez-Ramón