Sebastian Goldt (@sebastiangoldt) 's Twitter Profile
Sebastian Goldt

@sebastiangoldt

Theory of neural networks @Sissaschool

ID: 746823020

linkhttps://datascience.sissa.it/research-unit/12/theory-of-neural-networks calendar_today09-08-2012 08:19:53

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Sebastian Goldt (@sebastiangoldt) 's Twitter Profile Photo
Sebastian Goldt
@sebastiangoldt

4 years ago

Linear autoencoders perform PCA. What happens if you add a non-linearity? What representations do they learn, what's their performance, and... can we analyse learning on realistic data? 🤔 Happy to share this #preprint with Maria Refinetti: arxiv.org/abs/2201.02115 🧵1/3

Linear autoencoders perform PCA. What happens if you add a non-linearity? What representations do they learn, what's their performance, and... can we analyse learning on realistic data? 🤔 Happy to share this #preprint with <a href="/MariaRefinetti/">Maria Refinetti</a>: arxiv.org/abs/2201.02115 🧵1/3