Tensor-Train Point Cloud Compression and Efficient Approximate Nearest-Neighbor Search

Georgii Novikov, Alexander Gneushev, Alexey Kadeishvili +1

Nearest-neighbor search in large vector databases is crucial for various machine learning applications. This paper introduces a novel method using tensor-train (TT) low-rank tensor…