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cs.LG2024
Controlled Causal Hallucinations Can Estimate Phantom Nodes in Multiexpert Mixtures of Fuzzy Cognitive Maps
Akash Kumar Panda, Bart Kosko
An adaptive multiexpert mixture of feedback causal models can approximate missing or phantom nodes in large-scale causal models. The result gives a scalable form of \emph{big knowl…
stat.ML2024
Soft Diamond Regularizers for Deep Learning
Olaoluwa Adigun, Bart Kosko
This chapter presents the new family of soft diamond synaptic regularizers based on thick-tailed symmetric alpha stable probability bell curves. These new parametrized weight…