Learning Unions of ω ( 1 )-Dimensional Rectangles

  title={Learning Unions of ω ( 1 )-Dimensional Rectangles},
  author={Alp Atıcı},
  • Alp Atıcı
  • Published 2006
We consider the problem of learning unions of rectangles over the domain [b]n, in the uniform distribution membership query learning setting, where both b and n are “large”. We obtain poly(n, log b)-time algorithms for the following classes: • poly(n log b)-MAJORITY of O( log(n log b) log log(n log b))-dimensional rectangles. • Union of poly(log(n log b)) O( log (n log b) (log log(n log b) log log log(n log b))2 )-dimensional rectangles. • poly(n log b)-MAJORITY of poly(n log b)-OR of disjoint… CONTINUE READING

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