17 citations · 28 across the 3 of their papers we have counts for
3 papers
cs.AI2019★ 10 cited
Beyond DAGs: Modeling Causal Feedback with Fuzzy Cognitive Maps
Osonde Osoba, Bart Kosko
Fuzzy cognitive maps (FCMs) model feedback causal relations in interwoven webs of causality and policy variables. FCMs are fuzzy signed directed graphs that allow degrees of causal…
stat.ML2018★ 1 cited
Noisy Expectation-Maximization: Applications and Generalizations
Osonde Osoba, Bart Kosko
We present a noise-injected version of the Expectation-Maximization (EM) algorithm: the Noisy Expectation Maximization (NEM) algorithm. The NEM algorithm uses noise to speed up the…
quant-ph2008★ 17 cited
Quantum Forbidden-Interval Theorems for Stochastic Resonance
Mark M. Wilde, Bart Kosko
We extend the classical forbidden-interval theorems for a stochastic-resonance noise benefit in a nonlinear system to a quantum-optical communication model and a continuous-variabl…