Abstract: The joint decision and estimation (JDE) algorithm is for solving problems involving simultaneous interdependent decision and estimation. Based on the JDE approach with a generalized Bayes ...

Abstract: This paper investigates the problem of recursive resilient filtering for discrete-time nonlinear dynamical networks with randomly switching topologies under randomly occurring faults and ...

Learning from potential disinformation introduces specific cognitive biases, causing individuals to systematically deviate from an idealized Bayesian updating strategy.

aDepartment of Radiation Oncology, The University of Texas, M D Anderson Cancer Center, Houston, TX, USA bNeuropsychology Section, Department of Neuro-Oncology, The University of Texas, M D Anderson ...

PAC-Bayesian Adversarially Robust Generalization for Message Passing Graph Neural Networks: A Sensitivity Analysis Ziling Liang , Xinping Yi , Qingsong Wen , Shi Jin Robust Ensemble of Selectively ...