Open AccessStochastic Tverberg Theorems With Applications in Multiclass Logistic Regression, Separability, and Centerpoints of Data
Author(s) -
Jesús A. De Loera,
Thomas A. Hogan
Publication year - 2020
Publication title -
siam journal on mathematics of data science
Language(s) - English
Resource type - Journals
ISSN - 2577-0187
DOI - 10.1137/19m1277102
Subject(s) - logistic regression , mathematics , class (philosophy) , regression , artificial intelligence , statistics , computer science , geography
We present new stochastic geometry theorems that give bounds on the probability that $m$ random data classes all contain a point in common in their convex hulls. These theorems relate to the existe...
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