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392781/neural-laplace

Empirical analysis of the Laplace and neural tangent kernel reproducing kernel Hilbert space (RKHS)

An Empirical Analysis of the Laplace and Neural Tangent Kernel

CC BY 4.0

This work is licensed under a
Creative Commons Attribution 4.0 International License.

CC BY 4.0

Code for master's thesis: "An Empirical Analysis of the Laplace and Neural Tangent Kernel" (https://arxiv.org/abs/2208.03761).

To create a conda environment use the following:

conda env create -f environment.yml

Citation

@mastersthesis{lencevicius2022laplacentk,
  author  = "Ronaldas Paulius Lencevicius",
  title   = "An Empirical Analysis of the Laplace and Neural Tangent Kernels",
  school  = "California State Polytechnic University, Pomona",
  year    = "2022",
  month   = "August",
  note    = {\url{http://hdl.handle.net/20.500.12680/d504rr81v}}
}

Languages

Jupyter Notebook99.9%Python0.1%

Contributors

Creative Commons Attribution 4.0 International
Created September 23, 2021
Updated March 24, 2025
392781/neural-laplace | GitHunt