Why separate installation? JAX with CUDA support is Linux-specific and requires system CUDA 12.1-12.9 pre-installed. Separating the installation avoids dependency ...

Stable distributions are well-known for their desirable properties and can effectively fit data with heavy tail. However, due to the lack of an explicit probability density function and finite second ...

Perceptual judgments of ambiguous stimuli are often biased by prior expectations. These biases may offer a window into the neural computations that give rise to perceptual interpretations of the ...

The mathematics that enable sensor fusion include probabilistic modeling and statistical estimation using Bayesian inference and techniques like particle filters, Kalman filters, and α-β-γ filters, ...

Not revised: This Reviewed Preprint includes the authors’ original preprint (without revision), an eLife assessment, and public reviews. Behavioural adjustments to different sources of uncertainty ...

% MDP.s(F,T) - matrix of true states - for each hidden factor % MDP.o(G,T) - matrix of outcomes - for each outcome modality % or .O{G}(O,T) - likelihood matrix - for each outcome modality % MDP.u(F,T ...

There are two approaches to automatically deriving symbolic worst-case resource bounds for programs: static analysis of the source code and data-driven analysis of cost measurements obtained by ...

This study explores the application of Bayesian econometrics in policy evaluation through theoretical analysis. The research first reviews the theoretical foundations of Bayesian methods, including ...