Marta Oliveira

According to our database, Marta Oliveira authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

Feature salience - not task-informativeness - drives machine learning model explanations.

Benedict Clark, Marta Oliveira, Rick Wilming, Stefan Haufe

CoRR, February, 2026

2025

GECOBench: a gender-controlled text dataset and benchmark for quantifying biases in explanations.

Rick Wilming, Artur Dox, Hjalmar Schulz, Marta Oliveira, Benedict Clark, Stefan Haufe

Frontiers Artif. Intell., 2025

Demo of an Early Warning System for Remote Sensing of Wildfires.

Marta Oliveira, Luís Malarmey, Pedro Casau, Paulo Pedreiras, Sandra Millán Arias, Cristina Montesinos Barrios, João Barraca, Pedro Fonseca

Proceedings of the 7th Experiment@ International Conference, 2025

An Early Warning System for Remote Sensing of Wildfires.

Marta Oliveira, Luís Malarmey, Pedro Casau, Paulo Pedreiras, Sandra Millán Arias, Cristina Montesinos Barrios, João Barraca, Pedro Fonseca

Proceedings of the 7th Experiment@ International Conference, 2025

2024

Benchmarking the influence of pre-training on explanation performance in MR image classification.

Marta Oliveira, Rick Wilming, Benedict Clark, Céline Budding, Fabian Eitel, Kerstin Ritter, Stefan Haufe

Frontiers Artif. Intell., 2024

EXACT: Towards a platform for empirically benchmarking Machine Learning model explanation methods.

Benedict Clark, Rick Wilming, Artur Dox, Paul Eschenbach, Sami Hached, Daniel Jin Wodke, Michias Taye Zewdie, Uladzislau Bruila, Marta Oliveira, Hjalmar Schulz, Luca Matteo Cornils, Danny Panknin, Ahcène Boubekki, Stefan Haufe

CoRR, 2024

2023

Benchmark data to study the influence of pre-training on explanation performance in MR image classification.

Marta Oliveira, Rick Wilming, Benedict Clark, Céline Budding, Fabian Eitel, Kerstin Ritter, Stefan Haufe

CoRR, 2023