Ahmed Sedky Eldeeb

Information-Preserving and Model-Aware Voronoi Dequantization of Weighted Discrete Laws

Continuous dequantization embeds discrete data into a continuous space, but relaxation can alter the statistical information carried by the original categories. We study a complementary regime in which a specified weighted discrete law is the target and the dequantizer is required to be lossless under a prescribed quan...