#Interpretability
Latest news articles tagged with "Interpretability". Follow the timeline of events, related topics, and entities.
Articles (3)
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🇺🇸 Beyond Message Passing: A Symbolic Alternative for Expressive and Interpretable Graph Learning
[USA]
arXiv:2602.16947v1 Announce Type: cross Abstract: Graph Neural Networks (GNNs) have become essential in high-stakes domains such as drug discovery, yet their black-box nature remains a significant ba...
Related: #Graph Neural Networks, #Symbolic Machine Learning, #Expressivity Limits, #Computational Efficiency -
🇺🇸 SurgRAW: Multi-Agent Workflow with Chain of Thought Reasoning for Robotic Surgical Video Analysis
[USA]
arXiv:2503.10265v2 Announce Type: replace Abstract: Robotic-assisted surgery (RAS) is central to modern surgery, driving the need for intelligent systems with accurate scene understanding. Most exist...
Related: #Robotic surgery, #Vision‑language models, #Multi‑agent AI, #Zero‑shot reasoning -
🇺🇸 Learning a Generative Meta-Model of LLM Activations
[USA]
arXiv:2602.06964v1 Announce Type: cross Abstract: Existing approaches for analyzing neural network activations, such as PCA and sparse autoencoders, rely on strong structural assumptions. Generative ...
Related: #Artificial Intelligence, #Machine Learning