Pierre Mergny

According to our database, Pierre Mergny authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Spectral Thresholds in Correlated Spiked Models and Fundamental Limits of Partial Least Squares.

Pierre Mergny, Lenka Zdeborová

CoRR, October, 2025

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

Hugo Tabanelli, Pierre Mergny, Lenka Zdeborová, Florent Krzakala

CoRR, June, 2025

Optimal Spectral Transitions in High-Dimensional Multi-Index Models.

Leonardo Defilippis, Yatin Dandi, Pierre Mergny, Florent Krzakala, Bruno Loureiro

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Spectral Phase Transition and Optimal PCA in Block-Structured Spiked Models.

Pierre Mergny, Justin Ko, Florent Krzakala

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Fundamental Limits of Non-Linear Low-Rank Matrix Estimation.

Pierre Mergny, Justin Ko, Florent Krzakala, Lenka Zdeborová

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024