A Friendly Tutorial on Mean-Field Spin Glass Techniques for Non-Physicists
Fuente:
arXiv
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| Autori principali: | , |
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| Natura: | Preprint |
| Pubblicazione: |
2022
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| Accesso online: | |
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| _version_ | 1866909082979401728 |
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| author | Montanari, Andrea Sen, Subhabrata |
| author_facet | Montanari, Andrea Sen, Subhabrata |
| contents | This tutorial is based on lecture notes written for a class taught in the Statistics Department at Stanford in the Winter Quarter of 2017. The objective was to provide a working knowledge of some of the techniques developed over the last 40 years by theoretical physicists and mathematicians to study mean field spin glasses and their applications to high-dimenensional statistics and statistical learning. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2204_02909 |
| institution | arXiv |
| publishDate | 2022 |
| record_format | arxiv |
| spellingShingle | A Friendly Tutorial on Mean-Field Spin Glass Techniques for Non-Physicists Montanari, Andrea Sen, Subhabrata Statistics Theory Disordered Systems and Neural Networks Probability This tutorial is based on lecture notes written for a class taught in the Statistics Department at Stanford in the Winter Quarter of 2017. The objective was to provide a working knowledge of some of the techniques developed over the last 40 years by theoretical physicists and mathematicians to study mean field spin glasses and their applications to high-dimenensional statistics and statistical learning. |
| title | A Friendly Tutorial on Mean-Field Spin Glass Techniques for Non-Physicists |
| topic | Statistics Theory Disordered Systems and Neural Networks Probability |
| url | https://arxiv.org/abs/2204.02909 |