Author: Patrick Altmeyer
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Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals Counterfactual explanations offer an intuitive and straightforward way…
19 min read -
Conformal Prediction, LLMs and HuggingFace – Part 1 Large Language Models (LLM) are all the…
8 min read -
Conformal Prediction Intervals for any Regression Model Conformal Prediction in Julia – Part 3 This…
9 min read -
Conformal Prediction in Julia – Part 2 Deep Learning is popular and – for some…
6 min read -
Conformal Prediction in Julia A first crucial step towards building trustworthy AI systems is to…
11 min read -
Explaining models trained in Julia, Python and R through counterfactuals
9 min read -
Go deep, but also … go Bayesian! Deep learning has dominated AI research in recent…
9 min read -
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Model Interpretability Intuitively explained through a tale of cats and dogs "You cannot appeal to…
7 min read