Darío García-García
Darío García-García
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Tighter variational representations of f-divergences via restriction to probability measures
A Ruderman, M Reid, D García-García, J Petterson
arXiv preprint arXiv:1206.4664, 2012
A new distance measure for model-based sequence clustering
D García-García, EP Hernández, F Díaz-de María
IEEE transactions on pattern analysis and machine intelligence 31 (7), 1325-1331, 2008
Cost-sensitive classification based on Bregman divergences for medical diagnosis
R Santos-Rodríguez, D García-García, J Cid-Sueiro
2009 International Conference on Machine Learning and Applications, 551-556, 2009
Conditional t-SNE: more informative t-SNE embeddings
B Kang, D Garcia Garcia, J Lijffijt, R Santos-Rodríguez, T De Bie
Machine Learning 110, 2905-2940, 2021
Divergences and risks for multiclass experiments
D Garcia-Garcia, RC Williamson
Conference on Learning Theory, 28.1-28.20, 2012
Consistency of losses for learning from weak labels
J Cid-Sueiro, D García-García, R Santos-Rodríguez
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
Cultural diffusion and trends in facebook photographs
Q You, D García-García, M Paluri, J Luo, J Joo
Proceedings of the International AAAI Conference on Web and Social Media 11 …, 2017
Music genre classification using the temporal structure of songs
D García-García, J Arenas-García, E Parrado-Hernández, ...
2010 IEEE International Workshop on Machine Learning for Signal Processing …, 2010
Risk-based generalizations of f-divergences
D Garcia-Garcia, U Von Luxburg, R Santos-Rodriguez
28th International Conference on Machine Learning, 2011
Degrees of supervision
D Garcıa-Garcıa, RC Williamson
Proceedings of the 25th Annual Conference on Neural Information Processing …, 2011
Spectral clustering and feature selection for microarray data
D García-García, R Santos-Rodríguez
2009 International Conference on Machine Learning and Applications, 425-428, 2009
A PicoBlaze-based embedded system for monitoring applications
D Antonio-Torres, D Villanueva-Perez, E Sanchez-Canepa, ...
2009 International Conference on Electrical, Communications, and Computers …, 2009
State-space dynamics distance for clustering sequential data
D García-García, E Parrado-Hernández, F Diaz-de-Maria
Pattern Recognition 44 (5), 1014-1022, 2011
Recycling weak labels for multiclass classification
M Perello-Nieto, R Santos-Rodriguez, D Garcia-Garcia, J Cid-Sueiro
Neurocomputing 400, 206-215, 2020
A spatially aware generative model for image classification, topic discovery and segmentation
I González-Díaz, D García-García, F Díaz-de-María
2009 16th IEEE International Conference on Image Processing (ICIP), 781-784, 2009
Cost-sensitive feature selection based on the set covering machine
R Santos-Rodríguez, D García-García
2010 IEEE International Conference on Data Mining Workshops, 740-746, 2010
Adversary or friend? an adversarial approach to improving recommender systems
P Shivaswamy, D Garcia-Garcia
Proceedings of the 16th ACM Conference on Recommender Systems, 369-377, 2022
On the regularization of autoencoders
H Steck, DG Garcia
arXiv preprint arXiv:2110.11402, 2021
Conditional t-SNE: Complementary t-SNE embeddings through factoring out prior information
B Kang, DG García, J Lijffijt, R Santos-Rodríguez, T De Bie
arXiv preprint arXiv:1905.10086, 2019
Sphere packing for clustering sets of vectors in feature space
D García-García, R Santos-Rodríguez
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
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Articles 1–20