XAI-exam questions

Cards (8)

  • curvillear distance gives the total amount of change between two points
  • curvilinear distance depends on the particular algortihm used
  • spatial distance difference between two time points
  • lineair reduction techniques
    PCA, MDS
  • non-lineair dimensionality reduction techniques : 

    t-SNE, UMAP, SOM
  • UMAP is computationally faster then t-SNE
  • Heatmaps
    attribution, attention and saliency
  • algortihms for attribution & feature visualisastion
    use one of the algorithms techniques to generate a new image of the same size taht either hightslis important regions (attribution) or is an entrily new image that is supposedly reprensative of the same calss (feature visualization)