David Bonet

According to our database, David Bonet authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

iLTM: Integrated Large Tabular Model.

David Bonet, Marçal Comajoan Cara, Alvaro Calafell, Daniel Mas Montserrat, Alexander G. Ioannidis

CoRR, November, 2025

Compressive Meta-Learning.

Daniel Mas Montserrat, David Bonet, Maria Perera, Xavier Giró-i-Nieto, Alexander G. Ioannidis

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

2024

HyperFast: Instant Classification for Tabular Data.

David Bonet, Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Assessing Tree-Based Phenotype Prediction on the UK Biobank.

Alex Meléndez, Cayetana López, David Bonet, Gerard Sant, Daniel Mas Montserrat, Jordi Abante, Manuel Rivas, Ferran Marqués, Alexander G. Ioannidis

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Genomic Databases Homogenization with Machine Learning.

Míriam Barrabés, David Bonet, Víctor Novelle Moriano, Xavier Giró-i-Nieto, Daniel Mas Montserrat, Alexander G. Ioannidis

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Channel Redundancy and Overlap in Convolutional Neural Networks with Channel-Wise NNK Graphs.

David Bonet, Antonio Ortega, Javier Ruiz Hidalgo, Sarath Shekkizhar

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Speech Enhancement for Wake-Up-Word detection in Voice Assistants.

David Bonet, Guillermo Cámbara, Fernando López, Pablo Gómez, Carlos Segura, Jordi Luque

CoRR, 2021

BCN2BRNO: ASR System Fusion for Albayzin 2020 Speech to Text Challenge.

Martin Kocour, Guillermo Cámbara, Jordi Luque, David Bonet, Mireia Farrús, Martin Karafiát, Karel Veselý, Jan Cernocký

Proceedings of the Fifth International Conference, 2021

Speech Enhancement for Wake-Up-Word detection in Voice Assistants.

David Bonet, Guillermo Cámbara, Fernando López, Pablo Gómez, Carlos Segura, Jordi Luque, Mireia Farrús

Proceedings of the Fifth International Conference, 2021

Channel-Wise Early Stopping without a Validation Set via NNK Polytope Interpolation.

David Bonet, Antonio Ortega, Javier Ruiz Hidalgo, Sarath Shekkizhar

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021