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Statistical physics
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10 Documents (Short List) 
Lenka Zdeborova sur X : "Emergence in LLMs is a mystery. Emergence in physics is linked to phase transitions. We identify a phase transition between semantic and positional learning in a toy model of dot-product attention"
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2024-02-07 About
Tadashi Tokieda, inclassable prestidigitateur des mathématiques
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2023-05-14 About
Lenka Zdeborova sur Twitter : "Let me post the concluding slide from my talk today at the ICLR workshop on Mathematical and Empirical Understanding of Foundation Models"
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2023-05-04 About
ICLR 2023 Workshop on Mathematical and Empirical Understanding of Foundation
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2023-05-04 About
The Physics of Algorithms, by Prof. Lenka Zdeborová - YouTube
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2022-12-03 About
Lenka Zdeborova sur Twitter : "Amazing lecture of @SebastienBubeck giving intuition on transformers and how to approach them theoretically..."
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2022-06-30 About
From Random Grammars to Learning Language - Département de Physique de l'Ecole Normale supérieure
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2020-09-17 About
[1912.03927] Large deviations for the perceptron model and consequences for active learning
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2019-12-11 About
France is AI 2018: Lenka Zdeborova - Statistical physics modelling of machine learning - YouTube
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2019-08-15 About
Cracking big data with statistical physics
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2018-10-18 About
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