| 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 | 61 | 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 | 52 | 2008 |
| 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 | 50 | 2021 |
| 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 | 39 | 2009 |
| Divergences and risks for multiclass experiments D Garcia-Garcia, RC Williamson Conference on Learning Theory, 28.1-28.20, 2012 | 35 | 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 | 31 | 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 | 25 | 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 | 18 | 2010 |
| 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 | 14 | 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 | 14 | 2009 |
| Risk-based generalizations of f-divergences D Garcia-Garcia, U Von Luxburg, R Santos-Rodriguez 28th International Conference on Machine Learning, 2011 | 12 | 2011 |
| 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 | 12 | 2011 |
| Recycling weak labels for multiclass classification M Perello-Nieto, R Santos-Rodriguez, D Garcia-Garcia, J Cid-Sueiro Neurocomputing 400, 206-215, 2020 | 11 | 2020 |
| Degrees of supervision D Garcia-Garcia, RC Williamson Advances in Neural Information Processing Systems 17, 2011 | 11 | 2011 |
| 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 | 8 | 2022 |
| 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 | 7 | 2009 |
| On the regularization of autoencoders H Steck, DG Garcia arXiv preprint arXiv:2110.11402, 2021 | 6 | 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 | 4 | 2019 |
| 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 | 4 | 2010 |
| 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 | 3 | 2011 |
Raúl Santos-RodríguezUniversity of BristolDirección de correo verificada de bristol.ac.uk