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id-concentration's Introduction

To do list:

  • number of points vs maximal dimension detectable (1/N) plot p estimate from above DONE
  • show our usual separability plots DONE
  • just for separability, 10 balls separability/global pointwise ID and local ID just have to copy/paste
  • cartoon drawing separability from neighbors or from the rest
  • several examples with variable local ID (MNIST,Nestorowa,ISOLET)
  • subsampling saturation synthetic/real/single cell
  • confirm sphere and balls ID DONE
  • separability function with bound max ID DONE

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