Independent Component Analysis (ICA) was introduced in the 1980's as a model

Bivariate partial information decomposition (PID) has emerged as a promising tool for analyzing interactions in complex systems, particularly in neuroscience. PID achieves this by decomposing the information that two sources (e.g., different

The CF of a random variable (r.v.) is the Fourier transform of its probability distribution function (PDF).

Work done while at IBMResearch - Almaden.

Fourier transform of a power of a Euclidean distance, i.e., According to Jensen's inequality and Lipschitzness assumption, we have X According to the law of total probability and Theorem 4.1, we have P { Y A feasible solution to Equation (1) can be quickly found. Pseudocode for Algorithm 2 The pseudocode for the constrained optimization is detailed in Algorithm 2. 18 Algorithm 2 Robust Optimization Method with EOC Constraint Input: Initiate Array A of shape 2 A M that stores the max possible step. Our proposed algorithm is highly computationally efficient.

Can we predict how well a team of individuals will perform together?

For example, in medical imaging, it is not always possible to obtain fully sampled images of patients as they require long acquisition times.