Lenka Zdeborová
http://www.semanlink.net/tag/lenka_zdeborova
Documents tagged with Lenka ZdeborováLenka Zdeborova sur Twitter : "Amazing lecture of @SebastienBubeck giving intuition on transformers and how to approach them theoretically..."
http://www.semanlink.net/doc/2022/06/lenka_zdeborova_sur_twitter_
> Clearest talk on transformers I have ever seen.
[Unveiling Transformers with LEGO - YouTube](doc:2022/06/unveiling_transformers_with_leg)
2022-06-30T12:52:54Z[1912.03927] Large deviations for the perceptron model and consequences for active learning
http://www.semanlink.net/doc/2019/12/_1912_03927_large_deviations_f
the task of choosing the subset of samples to be labeled from a fixed finite pool of samples
2019-12-11T02:26:25ZFrance is AI 2018: Lenka Zdeborova - Statistical physics modelling of machine learning - YouTube
http://www.semanlink.net/doc/2019/08/france_is_ai_2018_lenka_zdebor
> In data science, models are used to fit the data. In physics, models are the main tools for understanding
2019-08-15T12:39:39ZCracking big data with statistical physics
http://theconversation.com/cracking-big-data-with-statistical-physics-79864
> 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
2018-10-18T13:27:09Z