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cs.LG2026
Data, Numbers, and Geometry: Three Tutorials on Numerical Methods, Machine Learning, and Evaluation
Jessica N. Howard, Yidi Qi, Tomás S. R. Silva
We present three practical tutorials on numerical computation and machine learning for mathematical research, developed for the DANGER: Data, Numbers, and Geometry workshop held at…
cs.LG2024★ 2 cited
Wilsonian Renormalization of Neural Network Gaussian Processes
Jessica N. Howard, Ro Jefferson, Anindita Maiti +1
Separating relevant and irrelevant information is key to any modeling process or scientific inquiry. Theoretical physics offers a powerful tool for achieving this in the form of th…