3 papers
eess.SP2025
On Multi-entity, Multivariate Quickest Change Point Detection
Bahar Kor, Bipin Gaikwad, Abani Patra +1
We propose a framework for online Change Point Detection (CPD) from multi-entity, multivariate time series data, motivated by applications in crowd monitoring where traditional sen…
math.NA2024
Tensor Completion with BMD Factor Nuclear Norm Minimization
Fan Tian, Mirjeta Pasha, Misha E. Kilmer +2
This paper is concerned with the problem of recovering third-order tensor data from limited samples. A recently proposed tensor decomposition (BMD) method has been shown to efficie…
math.NA2023
Tensor BM-Decomposition for Compression and Analysis of Video Data
Fan Tian, Misha E. Kilmer, Eric Miller +1
Given tensors of size , , and , respect…