Asgeir Sorteberg
Asgeir Sorteberg

Asgeir Sorteberg

Anomaly detection

16 stories

Asgeir Sorteberg

Asgeir Sorteberg

Clustering

16 stories

Asgeir Sorteberg

Asgeir Sorteberg

Trees

59 stories

Asgeir Sorteberg

Asgeir Sorteberg

Ensembles

16 stories

Asgeir Sorteberg

Asgeir Sorteberg

Correlation and covariance

33 stories

Asgeir Sorteberg

Asgeir Sorteberg

Regression

65 stories

Asgeir Sorteberg

Asgeir Sorteberg

KAN

6 stories

Asgeir Sorteberg

Asgeir Sorteberg

Loss functions

14 stories

Asgeir Sorteberg

Asgeir Sorteberg

Eigen, pca, dimensionality reduction

29 stories

Canonical Correlation Analysis
Asgeir Sorteberg

Asgeir Sorteberg

Monte Carlo

5 stories

Asgeir Sorteberg

Asgeir Sorteberg

Uncertainty

21 stories

Turning a point prediction into a prediction set for classification or a prediction interval for regression models using Conformal Prediction. Through the resulting prediction regions we can quantify the uncertainty of the underlying ML model.
Asgeir Sorteberg

Asgeir Sorteberg

Physics informed NN

23 stories

Asgeir Sorteberg

Asgeir Sorteberg

Time series - ARIMA, SARIMA etx.

46 stories

Asgeir Sorteberg

Asgeir Sorteberg

TimesFM

1 story

Asgeir Sorteberg

Asgeir Sorteberg

Grokking

2 stories

Magnifying glass investigating the structure of a neural net
Asgeir Sorteberg

Asgeir Sorteberg

Evaluation metrics

27 stories

Asgeir Sorteberg

Asgeir Sorteberg

Smoothing

4 stories

Asgeir Sorteberg

Asgeir Sorteberg

Explainable AI

52 stories

Asgeir Sorteberg

Asgeir Sorteberg

NN basics

51 stories