1d regression - fourier features

probml / rebayes

Recursive Bayesian Estimation (Sequential / Online Inference)

MIT License

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1d regression - fourier features #12

Closed murphyk closed 1 year ago

murphyk commented 1 year ago

move fourier features to utils.py
try using FF for all methods on 1d regression tasks

murphyk commented 1 year ago

J. Lazzari and X. Liu, “Understanding the Spectral Bias of Coordinate Based MLPs Via Training Dynamics,” arXiv [cs.LG], Jan. 14, 2023 [Online]. Available: http://arxiv.org/abs/2301.05816

murphyk commented 1 year ago

M. Tancik et al., “Fourier features let networks learn high frequency functions in low dimensional domains,” in NIPS, Jun. 2020 [Online]. Available: https://proceedings.neurips.cc/paper/2020/file/55053683268957697aa39fba6f231c68-Paper.pdf. [Accessed: Dec. 23, 2022]

gerdm commented 1 year ago

Closed by bee784812b163d667df6aa439dabf17cf96af0ad

See demos/lofi-diagonal-fourier