Fundamental Limits of Non-Linear Low-Rank Matrix Estimation. - Pierre Mergny; Justin Ko; Florent Krzakala; Lenka Zdeborová (COLT, 2024)

Spectral Phase Transition and Optimal PCA in Block-Structured Spiked Models. - Pierre Mergny; Justin Ko; Florent Krzakala (ICML, 2024)

Optimal Spectral Transitions in High-Dimensional Multi-Index Models. - Leonardo Defilippis; Yatin Dandi; Pierre Mergny; Florent Krzakala; Bruno Loureiro (CoRR, 2025)

Computational Thresholds in Multi-Modal Learning via the Spiked Matrix-Tensor Model. - Hugo Tabanelli; Pierre Mergny; Lenka Zdeborová; Florent Krzakala (CoRR, 2025)