Matt Chapman-Rounds

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 3

Top Topics

Perturbation Method

Semi Supervised

Feature Importance

Generating Explanations

Top Venues

Publications

Matt Chapman-Rounds, Umang Bhatt, Erik Pazos, Marc-Andre Schulz, Konstantinos Georgatzis
FIMAP: Feature Importance by Minimal Adversarial Perturbation. AAAI (2021)
Marc-Andre Schulz, Matt Chapman-Rounds, Manisha Verma, Danilo Bzdok, Konstantinos Georgatzis
Clusters in Explanation Space: Inferring disease subtypes from model explanations. CoRR (2019)
Matt Chapman-Rounds, Marc-Andre Schulz, Erik Pazos, Konstantinos Georgatzis
EMAP: Explanation by Minimal Adversarial Perturbation. CoRR (2019)