2 papers
math.PR2025
Symmetry of concentration and scaling for self-bounding functions
George Crowley, Iñaki Esnaola
We prove generalised concentration inequalities for a class of scaled self-bounding functions of independent random variables, referred to as self-bounding. The scaling…
cs.IT2024
Submodularity of Mutual Information for Multivariate Gaussian Sources with Additive Noise
George Crowley, Inaki Esnaola
Sensor placement approaches in networks often involve using information-theoretic measures such as entropy and mutual information. We prove that mutual information abides by submod…