distributional-data

Tag

Cards List
#distributional-data

Low-rank Distributional Matrix Completion

arXiv cs.LG · 2026-06-04 Cached

This paper introduces a distributional generalization of matrix completion where each entry is a probability distribution rather than a scalar, using kernel mean embeddings and Tucker rank to capture low-rank structure. The authors propose a novel estimator with non-asymptotic error bounds and demonstrate effectiveness on synthetic and real-world data.

0 favorites 0 likes
← Back to home

Submit Feedback