Name: XAI 2025
Start: 2025-06-26T09:00:00+02:00
End: 2025-06-26T14:00:00+02:00
Location: CIEMAT (Madrid, Spain)

XAI 2025

Thursday, June 26, 2025 - 9:00 AM

Monday, June 23, 2025
Tuesday, June 24, 2025
Wednesday, June 25, 2025
Thursday, June 26, 2025
9:00 AM Welcome - Pablo García Abia (CIEMAT)
Welcome
- Pablo García Abia (CIEMAT)
9:00 AM - 9:10 AM
Room: Room B
9:10 AM Grad-CAM Algorithm — Rationale, Strengths, and Weaknesses - Miguel Cárdenas-Montes (CIEMAT)
Grad-CAM Algorithm — Rationale, Strengths, and Weaknesses
- Miguel Cárdenas-Montes (CIEMAT)
9:10 AM - 10:10 AM
Room: Room B Explore the application of the Grad-CAM algorithm in a classification task using a simplified version of the Gravity Spy dataset.
10:10 AM coffee & tee
coffee & tee
10:10 AM - 10:25 AM
10:25 AM LIME Algorithm — Rationale, Strengths, and Weaknesses - Miguel Cárdenas-Montes (CIEMAT)
LIME Algorithm — Rationale, Strengths, and Weaknesses
- Miguel Cárdenas-Montes (CIEMAT)
10:25 AM - 11:25 AM
Room: Room B Explore how the LIME algorithm operates in a similar classification context, utilising a reduced Gravity Spy dataset.
11:25 AM coffee & tea
coffee & tea
11:25 AM - 11:40 AM
11:40 AM SHAP Algorithm — Rationale, Strengths, and Weaknesses - Miguel Cárdenas-Montes (CIEMAT)
SHAP Algorithm — Rationale, Strengths, and Weaknesses
- Miguel Cárdenas-Montes (CIEMAT)
11:40 AM - 12:40 PM
Room: Room B Examine the SHAP algorithm in action, applied to a classification task involving a subset of galaxies from the COSMOS2015 catalogue.
12:40 PM Discussion and closing - Miguel Cárdenas-Montes (CIEMAT)
Discussion and closing
- Miguel Cárdenas-Montes (CIEMAT)
12:40 PM - 12:55 PM
Room: Room B