Abstract: This paper proposes a new perspective on the relationship between the sampling and aliasing. Unlike the uniform sampling case, where the aliases are simply periodic replicas of the original ...

Abstract: Random values from discrete distributions are typically generated from uniformly-random samples. A common technique is to use a cumulative distribution table (CDT) lookup for inversion ...

python 3.9 PyTorch 2.3 CUDA 11.8 Other versions of PyTorch with proper CUDA should work but are not fully tested. conda create -n SGDD python=3.9 conda activate SGDD ...

We consider a multivariate continuous-time process, generated by a system of linear stochastic differential equations, driven by white noise, and involving coefficients that possibly vary over time.