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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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C. Sha

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Open access Oct 2026

Functional assessment of CELSR1 variants associated with human developmental defects

During development, collective and oriented cell behaviors that drive organ formation and tissue patterning require coordination among neighboring cells governed by the highly conserved planar cell polarity (PCP) pathway. Deficiencies in PCP gene function result in severe developmental defects in model systems from fli...

J. Stenson, William Giang, S. G. Latario et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Double descent is the principle of least action

The test error of a model plotted against its number of parameters $d$ falls, peaks when the model can just fit the training data, and falls again, exhibiting the double descent phenomenon. We explain the phenomenon with statistical mechanics. The training trajectory of a stochastic gradient-based method is a particle...

C. Sha · 0 citations

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