arXiv Open Access 2022

On local entropy, stochastic control and deep neural networks

Michele Pavon

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Abstrak

In this paper, we connect some recent papers on smoothing of energy landscapes and scored-based generative models of machine learning to classical work in stochastic control. We clarify these connections providing rigorous statements and representations which may serve as guidelines for further learning models.

Topik & Kata Kunci

math.OC

Penulis (1)

Michele Pavon

Format Sitasi

APA MLA BibTeX

Pavon, M. (2022). On local entropy, stochastic control and deep neural networks. https://arxiv.org/abs/2204.13049

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Informasi Jurnal

Tahun Terbit: 2022
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓