Anna Arias-Duart

According to our database, Anna Arias-Duart authored at least 9 papers between 2020 and 2024.

Collaborative distances:

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

2024

Assessing biases through mosaic attributions

Anna Arias-Duart

PhD thesis, 2024

Aloe: A Family of Fine-tuned Open Healthcare LLMs.

Ashwin Kumar Gururajan, Enrique Lopez-Cuena, Jordi Bayarri-Planas, Adrián Tormos, Daniel Hinjos, Pablo Bernabeu-Perez, Anna Arias-Duart, Pablo Agustin Martin-Torres, Lucia Urcelay-Ganzabal, Marta Gonzalez-Mallo, Sergio Álvarez-Napagao, Eduard Ayguadé Parra, Ulises Cortés Dario Garcia-Gasulla

CoRR, 2024

TextFocus: Assessing the Faithfulness of Feature Attribution Methods Explanations in Natural Language Processing.

Ettore Mariotti, Anna Arias-Duart, Michele Cafagna, Albert Gatt, Dario Garcia-Gasulla, Jose Maria Alonso-Moral

IEEE Access, 2024

2023

A Confusion Matrix for Evaluating Feature Attribution Methods.

Anna Arias-Duart, Ettore Mariotti, Dario Garcia-Gasulla, Jose Maria Alonso-Moral

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

The MAMe dataset: on the relevance of high resolution and variable shape image properties.

Ferran Parés, Anna Arias-Duart, Dario Garcia-Gasulla, Gema Campo-Francés, Nina Viladrich, Eduard Ayguadé, Jesús Labarta

Appl. Intell., 2022

Focus! Rating XAI Methods and Finding Biases.

Anna Arias-Duart, Ferran Parés, Dario Garcia-Gasulla, Victor Gimenez-Abalos

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Focus and Bias: Will It Blend?

Anna Arias-Duart, Ferran Parés, Víctor Giménez-Ábalos, Dario Garcia-Gasulla

Proceedings of the Artificial Intelligence Research and Development, 2022

2021

Who Explains the Explanation? Quantitatively Assessing Feature Attribution Methods.

Anna Arias-Duart, Ferran Parés, Dario Garcia-Gasulla

CoRR, 2021

2020

A Closer Look at Art Mediums: The MAMe Image Classification Dataset.

Ferran Parés, Anna Arias-Duart, Dario Garcia-Gasulla, Gema Campo-Francés, Nina Viladrich, Eduard Ayguadé, Jesús Labarta

CoRR, 2020