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probml/rebayes
About environment version

Thanks for your awesome work! Could you please provide the version of packages such as Python, tensorflow, jax, etc? Thanks
  • ppalantir
  • Opened 
    on Aug 16, 2024
  • #60

probml/rebayes
Implement logistic regression benchmark

  • gerdm
  • Opened 
    on Jun 7, 2023
  • #59

probml/rebayes
Define neural_linear agent

  • gerdm
  • Opened 
    on May 23, 2023
  • #58

probml/rebayes
sparse SVD

for efficient gradient refreshing derive from sparse PCA?
math
  • whetstonejam
  • Opened 
    on May 16, 2023
  • #57

probml/rebayes
implement replay lofi

See sec 2.9 of neurips draft
feature
  • murphyk
  • Opened 
    on May 3, 2023
  • #56

probml/rebayes
NLL and NLPD

implement - NLL plugin - NLPD linearized (+softmax trick for classification) - NLPD MC
feature
  • murphyk
  • Opened 
    on May 3, 2023
  • #55

probml/rebayes
kfac

Use https://github.com/deepmind/kfac-jax to implement kfac-laplace
feature
  • murphyk
  • Opened 
    on May 3, 2023
  • #54

probml/rebayes
ELLA

Z. Deng, F. Zhou, and J. Zhu, “Accelerated Linearized Laplace Approximation for Bayesian Deep Learning,” in Advances in Neural Information Processing Systems, Oct. 2022 [Online]. Available: https://openreview.net/forum?id=jftNpltMgz. ...
math
  • murphyk
  • Opened 
    on May 3, 2023
  • #53

probml/rebayes
evaluate predictive uncertatiny over class labels for rotated mnist

Compute H(p(y|R(x,a)) for increasing angles a, where y={0..9}, when the model is trained on a=0 (standard images). Compare to methods below https://uvadlc-notebooks.readthedocs.io/en/latest/tutorial_notebooks/DL2/Bayesian_Neural_Networks/Complete_DLII_BNN_2_2.html ...
demo
  • murphyk
  • Opened 
    on Apr 27, 2023
  • #52

probml/rebayes
Lofi with most-recent-data in buffer = online GGN

feature
  • murphyk
  • Opened 
    on Apr 24, 2023
  • #51
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