Lorenzo Bardone

3 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13)

Conferences

ICML (2) NIPS (1)

Top co-authors

Sebastian Goldt (3) Federica Gerace (1) Fabiola Ricci (1) Eszter Székely (1)

Keywords

statistical learning (1) feature learning (1) sample complexity (1) computational complexity (1) random feature (1) higher-order cumulant (1) statistical limit (1) neural network (1) spiked cumulant model (1)

Papers

Feature learning from non-Gaussian inputs: the case of Independent Component Analysis in high dimensions ICML 2025

Learning from higher-order correlations, efficiently: hypothesis tests, random features, and neural networks NIPS 2024

Sliding Down the Stairs: How Correlated Latent Variables Accelerate Learning with Neural Networks ICML 2024