Jon Vadillo

16 papers Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Privileged learning via a multi-task distilled approach.
Pattern Recognit.
Mario Martínez-García, Jon Vadillo, Marco Pedersoli, Iñaki Inza, José Antonio Lozano
2025 J jnl
Adversarial Attacks in Explainable Machine Learning: A Survey of Threats Against Models and Humans.
WIREs Data. Mining. Knowl. Discov.
Jon Vadillo, Roberto Santana, José Antonio Lozano
2025 J jnl
Fixed Point Explainability.
CoRR
Emanuele La Malfa, Jon Vadillo, Marco Molinari, Michael J. Wooldridge
2024 — conf
IKER-GAITU: Research on Language Technology for Basque and Other Low-Resource Languages.
SEPLN (Projects and Demonstrations)
Eneko Agirre, Itziar Aldabe, Xabier Arregi, Mikel Artetxe, Unai Atutxa, Ekhi Azurmendi, Iker de la Iglesia, Julen Etxaniz, Víctor García Romillo, Inma Hernáez Rioja, Asier Herranz, Mikel Iruskieta, Oier López de Lacalle, Eva Navas, Paula Ontalvilla, Aitor Ormazabal, Naiara Pérez, German Rigau, Oscar Sainz, Jon Sánchez, Ibon Saratxaga, Aitor Soroa, Christoforos Souganidis, Jon Vadillo, Aimar Zabala
2024 J jnl
Uncertainty-Aware Explanations Through Probabilistic Self-Explainable Neural Networks.
CoRR
Jon Vadillo, Roberto Santana, José Antonio Lozano, Marta Kwiatkowska
2023 J jnl
Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions.
J. Mach. Learn. Res.
Jon Vadillo, Roberto Santana, José Antonio Lozano
2022 J jnl
Analysis of dominant classes in universal adversarial perturbations.
Knowl. Based Syst.
Jon Vadillo, Roberto Santana, José Antonio Lozano
2022 J jnl
On the human evaluation of universal audio adversarial perturbations.
Comput. Secur.
Jon Vadillo, Roberto Santana
2021 — conf
Adversarial Perturbations for Evolutionary Optimization.
LOD
Unai Garciarena, Jon Vadillo, Alexander Mendiburu, Roberto Santana
2021 J jnl
When and How to Fool Explainable Models (and Humans) with Adversarial Examples.
CoRR
Jon Vadillo, Roberto Santana, José Antonio Lozano
2020 J jnl
Analysis of Dominant Classes in Universal Adversarial Perturbations.
CoRR
Jon Vadillo, Roberto Santana, José Antonio Lozano
2020 — conf
Exploring Gaps in DeepFool in Search of More Effective Adversarial Perturbations.
LOD (2)
Jon Vadillo, Roberto Santana, José Antonio Lozano
2020 J jnl
Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions.
CoRR
Jon Vadillo, Roberto Santana, José Antonio Lozano
2020 J jnl
On the human evaluation of audio adversarial examples.
CoRR
Jon Vadillo, Roberto Santana
2019 J jnl
Universal adversarial examples in speech command classification.
CoRR
Jon Vadillo, Roberto Santana
2018 — conf
I4TSPS: a Visual-Interactive Web System for Industrial Time-Series Pre-processing.
IEEE BigData
Kevin Villalobos, Jon Vadillo, Borja Diez, Borja Calvo, Arantza Illarramendi