Darío García-García
Darío García-García
AI Research Manager at Facebook
Verified email at fb.com
Title
Cited by
Cited by
Year
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
362008
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
302009
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
212012
Divergences and risks for multiclass experiments
D Garcia-Garcia, RC Williamson
Conference on Learning Theory, 28.1-28.20, 2012
172012
Degrees of supervision
D Garcıa-Garcıa, RC Williamson
Advances in Neural Information Processing Systems, 2011
132011
Risk-based generalizations of f-divergences
D Garcia-Garcia, U Von Luxburg, R Santos-Rodriguez
28th International Conference on Machine Learning, 2011
122011
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
122010
Consistency of losses for learning from weak labels
J Cid-Sueiro, D García-García, R Santos-Rodríguez
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
112014
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
112011
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
102009
Cultural diffusion and trends in facebook photographs
Q You, D García-García, M Paluri, J Luo, J Joo
arXiv preprint arXiv:1705.08974, 2017
92017
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
92009
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
62011
Cost-sensitive feature selection based on the set covering machine
R Santos-Rodriguez, D Garcia-Garcia
2010 IEEE International Conference on Data Mining Workshops, 740-746, 2010
62010
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
62009
Sequence segmentation via clustering of subsequences
D García-García, E Parrado-Hernández, F Diaz-de-Maria
2009 International Conference on Machine Learning and Applications, 229-234, 2009
22009
Dynamic basic unit size in rate control for real-time H. 264 video coding
S Sanz-Rodrıguez, D Garcıa-Garcıa, M de-Frutos-López, J Cid-Sueiro
Picture Coding Symposium, 2007
22007
Proper losses for learning with example-dependent costs
A Hepburn, R McConville, R Santos-Rodríguezo, J Cid-Sueiro, ...
Second International Workshop on Learning with Imbalanced Domains: Theory …, 2018
12018
Music genre classification based on dynamical models
A Garcia-Duran, J Arenas-Garcia, D Garcia-Garcia, E Parrado-Hernandez
Springer, 2012
12012
Recycling Weak Labels for Multiclass Classification
M Perello-Nieto, R Santos-Rodriguez, D Garcia-Garcia, J Cid-Sueiro
Neurocomputing, 2020
2020
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