alpha-TCAV: A Unified Framework for Testing with Concept Activation Vectors

arXiv:2605.15688 · stat.ML, cs.AI, cs.LG, math.PR · Submitted 2026-05-15 · Read on arXiv

stat.ML, cs.AI, cs.LG, math.PR

Submitted: 2026-05-15

Updated: 2026-10-12

Terminology

• alpha — 3× in this paper · explained in 1 episode
• Explainability — 1× in this paper · explained in 3 episodes
• Unified Framework — 1× in this paper · explained in 5 episodes

Related papers

• Behavior of prediction performance metrics with rare events
• Optimal Estimation of Generic Dynamics by Path-Dependent Neural Jump ODEs
• A Posterior-Dynamics Framework for Imaging Inverse Problems with Pretrained Diffusion Priors
• Efficient quadratic entropy with distance sketches
• One Permutation Is All You Need: Fast, Deterministic Feature Importance and Model Stress-Testing
• Online Conformal Prediction for Non-Exchangeable Panel Data