Analytical Study of Momentum-Based Acceleration Methods in Paradigmatic High-Dimensional Non-Convex Problems

von Sarao Mannelli, Stefano
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 1 of 36 (2022)

Theory of simple glasses : exact solutions in infinite dimensions

von Parisi, Giorgio
Veröffentlicht 2020

DYNAMICAL MEAN-FIELD THEORY FOR STOCHASTIC GRADIENT DESCENT IN GAUSSIAN MIXTURE CLASSIFICATION

von Mignacco, Francesca
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 12 of 27 (2021)

THE ROLE OF REGULARIZATION IN CLASSIFICATION OF HIGH-DIMENSIONAL NOISY GAUSSIAN MIXTURE

von Mignacco, Francesca
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 9 of 15 (2021)

COMPLEX DYNAMICS IN SIMPLE NEURAL NETWORKS: UNDERSTANDING GRADIENT FLOW IN PHASE RETRIEVAL

von Mannelli, Stefano Sarao
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 5 of 27 (2021)