Tom Shlomo’s Blog
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Efficient Leave One Out Cross Validation - Part 2
The non quadratic case
Mar 30, 2024
Tom Shlomo
Efficient leave one out cross validation - part 1
The derivation and implementation of a method for leave one out cross validation with neglible extra runtime compared to fitting alone.
Feb 27, 2024
Tom Shlomo
MUSIC as a sparse decomposition method
A unique introduction to the MUSIC algorithm, as a general method to solve the multisnapshot sparse decomposition problem.
Jan 30, 2024
Tom Shlomo
A practical interpertation of the Pearson correlation coefficient
\(\rho=1\)
means perfect positive correlation,
\(\rho=-1\)
means perfect negative correlation,
\(\rho=0\)
means no correlation. But what does
\(\rho=0.72\)
mean?
Jan 20, 2024
Tom Shlomo
Augmentation is Regularization
On the equivalence of training data augmentation and quadratic regularization for linear models - a very useful (but not well known) result.
Jan 15, 2024
Tom Shlomo
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