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David Bonet
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2020 – today
- 2024
- [c7]David Bonet, Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis:
HyperFast: Instant Classification for Tabular Data. AAAI 2024: 11114-11123 - [i5]David Bonet, Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis:
HyperFast: Instant Classification for Tabular Data. CoRR abs/2402.14335 (2024) - 2023
- [c6]Míriam Barrabés, David Bonet, Víctor Novelle Moriano, Xavier Giró-i-Nieto, Daniel Mas Montserrat, Alexander G. Ioannidis:
Genomic Databases Homogenization with Machine Learning. BIBM 2023: 2952-2959 - [c5]Alex Meléndez, Cayetana López, David Bonet, Gerard Sant, Daniel Mas Montserrat, Jordi Abante
, Manuel Rivas, Ferran Marqués, Alexander G. Ioannidis:
Assessing Tree-Based Phenotype Prediction on the UK Biobank. BIBM 2023: 3804-3810 - 2022
- [c4]David Bonet, Antonio Ortega, Javier Ruiz Hidalgo, Sarath Shekkizhar:
Channel Redundancy and Overlap in Convolutional Neural Networks with Channel-Wise NNK Graphs. ICASSP 2022: 4328-4332 - 2021
- [c3]David Bonet, Antonio Ortega, Javier Ruiz Hidalgo, Sarath Shekkizhar:
Channel-Wise Early Stopping without a Validation Set via NNK Polytope Interpolation. APSIPA ASC 2021: 351-358 - [c2]David Bonet, Guillermo Cámbara, Fernando López, Pablo Gómez, Carlos Segura, Jordi Luque, Mireia Farrús:
Speech Enhancement for Wake-Up-Word detection in Voice Assistants. IberSPEECH 2021 - [c1]Martin Kocour, Guillermo Cámbara, Jordi Luque, David Bonet, Mireia Farrús, Martin Karafiát, Karel Veselý, Jan Cernocký:
BCN2BRNO: ASR System Fusion for Albayzin 2020 Speech to Text Challenge. IberSPEECH 2021 - [i4]Martin Kocour, Guillermo Cámbara, Jordi Luque, David Bonet, Mireia Farrús, Martin Karafiát, Karel Veselý, Jan Honza Cernocký:
BCN2BRNO: ASR System Fusion for Albayzin 2020 Speech to Text Challenge. CoRR abs/2101.12729 (2021) - [i3]David Bonet, Guillermo Cámbara, Fernando López, Pablo Gómez, Carlos Segura, Jordi Luque:
Speech Enhancement for Wake-Up-Word detection in Voice Assistants. CoRR abs/2101.12732 (2021) - [i2]David Bonet, Antonio Ortega, Javier Ruiz Hidalgo, Sarath Shekkizhar:
Channel-Wise Early Stopping without a Validation Set via NNK Polytope Interpolation. CoRR abs/2107.12972 (2021) - [i1]David Bonet, Antonio Ortega, Javier Ruiz Hidalgo, Sarath Shekkizhar:
Channel redundancy and overlap in convolutional neural networks with channel-wise NNK graphs. CoRR abs/2110.11400 (2021)
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