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Bayesian Inference coverage.

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PHYS.ORG

Researchers develop Bayesian inference for hidden dependence structures in multi-group high-dimensional data

15 views ·
ARXIV CS.AI

Agentic Chunking and Bayesian De-chunking of AI Generated Fuzzy Cognitive Maps: A Model of the Thucydides Trap

We automatically generate feedback causal fuzzy cognitive maps (FCMs) from text by teaching large-language-model agents to break the text into overlapping chunks of text. Convex mi…

11 views ·
#artificial intelligence#cognitive science
ARXIV CS.AI

Amortized Energy-Based Bayesian Inference

We consider amortized Bayesian inference for nonlinear inverse problems in settings where only samples from the joint distribution of parameters and observations are available. Cla…

11 views ·
#numerical analysis#artificial intelligence

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