2 papers
math.NA2026
Fast and Accurate CP-HIFI Tensor Decompositions: Exploiting Kronecker Structure
Johannes J. Brust, Tamara G. Kolda
Tensor decompositions are a fundamental tool in scientific computing and data analysis. In many applications -- such as simulation data on irregular grids, surrogate modeling for p…
stat.ML2025
Tensor Decomposition with Unaligned Observations
Runshi Tang, Tamara Kolda, Anru R. Zhang
This paper presents a canonical polyadic (CP) tensor decomposition that addresses unaligned observations. The mode with unaligned observations is represented using functions in a r…