additive noise channel 1average power constraint 1channel capacity 1fourier analysis 1uniform noise 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.IT2026
Capacity of Uniform Noise Channels Under Average Input Power Constraints
Yihan Zhang
The paper determines the exact capacity of additive channels with uniformly distributed noise under an average input power constraint, and identifies the optimal input and output d…
math.PR2026
Sharp One-Dimensional Sub-Gaussian Comparison in Convex Order
Yihan Zhang
We prove that any random variable whose moment generating function is point-wise upper bounded by that of must be dominated by …
math.ST2026
Precise Asymptotics for Spectral Methods in Mixed Generalized Linear Models
Yihan Zhang, Marco Mondelli, Ramji Venkataramanan
In a mixed generalized linear model, the goal is to learn multiple signals from unlabeled observations: each sample comes from exactly one signal, but it is not known which one. We…