Agazzi, Andrea

5 publications

NeurIPS 2025 A Multiscale Analysis of Mean-Field Transformers in the Moderate Interaction Regime Giuseppe Bruno, Federico Pasqualotto, Andrea Agazzi
ICLR 2025 Emergence of Meta-Stable Clustering in Mean-Field Transformer Models Giuseppe Bruno, Federico Pasqualotto, Andrea Agazzi
NeurIPS 2025 Quantitative Convergence of Trained Neural Networks to Gaussian Processes Andrea Agazzi, Eloy Mosig GarcĂ­a, Dario Trevisan
ICML 2023 Global Optimality of Elman-Type RNNs in the Mean-Field Regime Andrea Agazzi, Jianfeng Lu, Sayan Mukherjee
ICLR 2021 Global Optimality of SoftMax Policy Gradient with Single Hidden Layer Neural Networks in the Mean-Field Regime Andrea Agazzi, Jianfeng Lu