#Machine‑learning interpretability
Latest news articles tagged with "Machine‑learning interpretability". Follow the timeline of events, related topics, and entities.
Articles (2)
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🇺🇸 PolySHAP: Extending KernelSHAP with Interaction-Informed Polynomial Regression
[USA]
arXiv:2601.18608v2 Announce Type: replace Abstract: Shapley values have emerged as a central game-theoretic tool in explainable AI (XAI). However, computing Shapley values exactly requires $2^d$ game...
Related: #Explainable AI, #Game‑theoretic feature attribution, #Computational efficiency, #Feature interactions -
🇺🇸 Sparse Autoencoders for Sequential Recommendation Models: Interpretation and Flexible Control
[USA]
arXiv:2507.12202v2 Announce Type: replace-cross Abstract: Many current state-of-the-art models for sequential recommendations are based on transformer architectures. Interpretation and explanation of...
Related: #Sequential recommendation systems, #Transformer architectures, #Sparse autoencoders, #Model transparency and control