Darío García-García
Darío García-García
AI Research Manager at Facebook
Verified email at fb.com
TitleCited byYear
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
252009
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
162012
Divergences and risks for multiclass experiments
D Garcia-Garcia, RC Williamson
Conference on Learning Theory, 28.1-28.20, 2012
162012
Risk-based generalizations of f-divergences
D Garcia-Garcia, U Von Luxburg, R Santos-Rodriguez
28th International Conference on Machine Learning, 2011
13*2011
Degrees of supervision
D Garcıa-Garcıa, RC Williamson
Advances in Neural Information Processing Systems, 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
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
102011
Cultural diffusion and trends in facebook photographs
Q You, D García-García, M Paluri, J Luo, J Joo
Eleventh International AAAI Conference on Web and Social Media, 2017
82017
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
82009
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
72014
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
72009
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
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
42011
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
42010
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
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
Classifier-based affinities for clustering sets of vectors
D García-García, R Santos-Rodríguez, E Parrado-Hernández
2012 IEEE International Workshop on Machine Learning for Signal Processing, 1-6, 2012
2012
Similarity measures for clustering sequences and sets of data
DG García, DREPH ANDEZ
Universidad Carlos III de Madrid, 2011
2011
The system can't perform the operation now. Try again later.
Articles 1–20