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Statistical physics

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2 Documents (Long List)

- France is AI 2018: Lenka Zdeborova - Statistical physics modelling of machine learning - YouTube
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> In data science, models are used to fit the data. In physics, models are the main tools for understanding

2019-08-15 - Cracking big data with statistical physics
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> Models studied in statistical physics are mathematically equivalent to some of those in high-dimensional statistics. > Statistical physics is often concerned with phase transitions, i.e., abrupt changes in behaviour. Interestingly, there is a deep correspondence between physical phases such as liquid, super-cooled liquid or glass, and solid, and regions of parameters for which a given data analysis task is algorithmically impossible, hard or easy

2018-10-18

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- sl:creationDate : 2018-10-18
- sl:creationTime : 2018-10-18T13:43:53Z
- rdf:type : sl:Tag
- skos:prefLabel : Statistical physics