Hugo Tabanelli

Computational Thresholds in Multi-Modal Learning via the Spiked Matrix-Tensor Model

2025 · arXiv (Cornell University)

We study the recovery of multiple high-dimensional signals from two noisy, correlated modalities: a spiked matrix and a spiked tensor sharing a common low-rank structure. This setting generalizes classical spiked matrix and tensor models, unveiling …