At a Glance: Authors: Eric Allender (Rutgers University); Shuichi Hirahara (National Institute of Informatics); Harsha Tirumala (Rutgers ... Abstract: In this talk, we present global convergence guarantees for stochastic gradient descent (SGD) via an entropy ...

Kolmogorov Complexity Characterizes Statistical Zero 35232 -

Authors: Eric Allender (Rutgers University); Shuichi Hirahara (National Institute of Informatics); Harsha Tirumala (Rutgers ... Abstract: In this talk, we present global convergence guarantees for stochastic gradient descent (SGD) via an entropy ... We might have an intuitive idea for what randomness looks like, but can we be ...

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  • Authors: Eric Allender (Rutgers University); Shuichi Hirahara (National Institute of Informatics); Harsha Tirumala (Rutgers ...
  • Abstract: In this talk, we present global convergence guarantees for stochastic gradient descent (SGD) via an entropy ...
  • We might have an intuitive idea for what randomness looks like, but can we be ...
  • This video is a preview of our latest EdX AIAI course available here ...

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