Eugen LindwurminTowards Data ScienceOn AI ArtIs AI art, art? Yes. Should you sell AI art? Probably not.Dec 30, 2022Dec 30, 2022
Eugen LindwurminTowards Data ScienceBasics: Gradient*Input as ExplanationA simple method for simple functions.Feb 20, 2021Feb 20, 2021
Eugen LindwurminTowards Data ScienceInShort: Occlusion Analysis for Explaining DNNsPerhaps the simplest method to figure out why your model fails.Jan 20, 2021Jan 20, 2021
Eugen LindwurminTowards Data ScienceIs Generative Art for You?About the ups and downs of creating visual generative art.Jan 13, 2021Jan 13, 2021
Eugen LindwurminTowards Data ScienceFundamental Elements Of Generative ArtAn exploration of basic compositional methods of computer-generated visual art.Jan 12, 2021Jan 12, 2021
Eugen LindwurminTowards Data ScienceInDepth: Explaining DNNs with GradientsGradients, SmoothGrad, and Integrated Gradients as machine learning explanations, explained.Jan 12, 20211Jan 12, 20211
Eugen LindwurminTowards Data ScienceDeep Learning, Meet Clever HansAn article about hidden mistakes made by DNNs, why they are really not mistakes, and a German horse.Aug 15, 20201Aug 15, 20201
Eugen LindwurminTowards Data ScienceRegularization in Machine LearningThe key to making deep neural nets generalize.Apr 26, 2020Apr 26, 2020
Eugen LindwurminTowards Data ScienceBasics: Multicollinearity and InterpretabilityOne of the basic blunders of the rash data scientist.Feb 16, 2020Feb 16, 2020
Eugen LindwurminTowards Data ScienceThe Many Uses of Input Gradient RegularizationAdd this versatile concept to your deep learning tool belt for adversarial robustness, input sparsity, better generalization, …Feb 8, 2020Feb 8, 2020
