Thresholds of descending algorithms in inference problems

We review recent works (Sarao Mannelli et al 2018 arXiv:1812.09066, 2019 Int. Conf. on Machine Learning 4333–42, 2019 Adv. Neural Information Processing Systems 8676–86) on analyzing the dynamics of gradient-based algorithms in a prototypical statistical inference problem. Using methods and insights...

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Bibliographic Details
Main Authors: Sarao Mannelli, S, Zdeborová, L
Format: Journal article
Language:English
Published: IOP Publishing 2020