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Dario García-García
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2020 – today
- 2024
- [c18]Matthew Clifford, Jonathan Erskine, Alexander Hepburn, Raúl Santos-Rodríguez, Dario García-García:
Learning Confidence Bounds for Classification with Imbalanced Data. ECAI 2024: 1776-1783 - [i6]Matthew Clifford, Jonathan Erskine, Alexander Hepburn, Raúl Santos-Rodríguez, Dario García-García:
Learning Confidence Bounds for Classification with Imbalanced Data. CoRR abs/2407.11878 (2024) - 2022
- [c17]Pannaga Shivaswamy, Dario García-García:
Adversary or Friend? An adversarial Approach to Improving Recommender Systems. RecSys 2022: 369-377 - 2021
- [j4]Bo Kang, Dario García-García, Jefrey Lijffijt, Raúl Santos-Rodríguez, Tijl De Bie:
Conditional t-SNE: more informative t-SNE embeddings. Mach. Learn. 110(10): 2905-2940 (2021) - [c16]Bo Kang, Dario García-García, Jefrey Lijffijt, Raúl Santos-Rodríguez, Tijl De Bie:
Conditional t-SNE: More informative t-SNE embeddings. DSAA 2021: 1-2 - [i5]Harald Steck, Dario García-García:
On the Regularization of Autoencoders. CoRR abs/2110.11402 (2021) - 2020
- [j3]Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Dario García-García, Jesús Cid-Sueiro:
Recycling weak labels for multiclass classification. Neurocomputing 400: 206-215 (2020)
2010 – 2019
- 2019
- [i4]Bo Kang, Dario García-García, Jefrey Lijffijt, Raúl Santos-Rodríguez, Tijl De Bie:
Conditional t-SNE: Complementary t-SNE embeddings through factoring out prior information. CoRR abs/1905.10086 (2019) - 2018
- [c15]Alexander Hepburn, Ryan McConville, Raúl Santos-Rodríguez, Jesús Cid-Sueiro, Dario García-García:
Proper Losses for Learning with Example-Dependent Costs. LIDTA@ECML/PKDD 2018: 52-66 - 2017
- [c14]Quanzeng You, Dario García-García, Manohar Paluri, Jiebo Luo, Jungseock Joo:
Cultural Diffusion and Trends in Facebook Photographs. ICWSM 2017: 347-356 - [i3]Quanzeng You, Dario García-García, Manohar Paluri, Jiebo Luo, Jungseock Joo:
Cultural Diffusion and Trends in Facebook Photographs. CoRR abs/1705.08974 (2017) - 2014
- [c13]Jesús Cid-Sueiro, Dario García-García, Raúl Santos-Rodríguez:
Consistency of Losses for Learning from Weak Labels. ECML/PKDD (1) 2014: 197-210 - 2012
- [c12]Avraham Ruderman, Mark D. Reid, Dario García-García, James Petterson:
Tighter Variational Representations of f-Divergences via Restriction to Probability Measures. ICML 2012 - [c11]Alberto García-Durán, Jerónimo Arenas-García, Dario García-García, Emilio Parrado-Hernández:
Music Genre Classification based on Dynamical Models. ICPRAM (2) 2012: 250-256 - [c10]Dario García-García, Raúl Santos-Rodríguez, Emilio Parrado-Hernández:
Classifier-based affinities for clustering sets of vectors. MLSP 2012: 1-6 - [c9]Dario García-García, Robert C. Williamson:
Divergences and Risks for Multiclass Experiments. COLT 2012: 28.1-28.20 - [i2]Avraham Ruderman, Mark D. Reid, Dario García-García, James Petterson:
Tighter Variational Representations of f-Divergences via Restriction to Probability Measures. CoRR abs/1206.4664 (2012) - 2011
- [j2]Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María:
State-space dynamics distance for clustering sequential data. Pattern Recognit. 44(5): 1014-1022 (2011) - [c8]Dario García-García, Raúl Santos-Rodríguez:
Sphere packing for clustering sets of vectors in feature space. ICASSP 2011: 2092-2095 - [c7]Dario García-García, Ulrike von Luxburg, Raúl Santos-Rodríguez:
Risk-Based Generalizations of f-divergences. ICML 2011: 417-424 - 2010
- [c6]Raúl Santos-Rodríguez, Dario García-García:
Cost-Sensitive Feature Selection Based on the Set Covering Machine. ICDM Workshops 2010: 740-746 - [i1]Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María:
State-Space Dynamics Distance for Clustering Sequential Data. CoRR abs/1004.1982 (2010)
2000 – 2009
- 2009
- [j1]Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María:
A New Distance Measure for Model-Based Sequence Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 31(7): 1325-1331 (2009) - [c5]Iván González-Díaz, Dario García-García, Fernando Díaz-de-María:
A spatially aware generative model for image classification, topic discovery and segmentation. ICIP 2009: 781-784 - [c4]Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María:
Sequence Segmentation via Clustering of Subsequences. ICMLA 2009: 229-234 - [c3]Dario García-García, Raúl Santos-Rodríguez:
Spectral Clustering and Feature Selection for Microarray Data. ICMLA 2009: 425-428 - [c2]Raúl Santos-Rodríguez, Dario García-García, Jesús Cid-Sueiro:
Cost-Sensitive Classification Based on Bregman Divergences for Medical Diagnosis. ICMLA 2009: 551-556 - 2008
- [c1]Iván González-Díaz, Dario García-García, Rubén Solera-Ureña, Jaisiel Madrid-Sánchez, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Fernando Díaz-de-María, Jerónimo Arenas-García:
UC3M High Level Feature Extraction at TRECVID 2008. TRECVID 2008
Coauthor Index
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last updated on 2024-10-28 20:11 CET by the dblp team
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