Search for tag: "arc12 distinguished lecture"

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Galyna Livshyts - A Tight Net with Respect to a… duration 28 minutes 3 seconds Galyna Livshyts - A Tight Net with Respect to a… Galyna Livshyts - A Tight Net with Respect to a Random Matrix Norm and Applications to Estimating Singular Values	Galyna Livshyts - A Tight Net with Respect to a Random Matrix Norm and Applications to Estimating Singular Values In this talk we construct a net around the unit sphere with good properties. We show that with exponentially high probability, the value of \|Ax\| on the sphere can be approximated well using this net,… arc12 distinguished lecture algorithms and randomness center college of computing georgia tech recorded by gtlibrary spring 2019 From Katie Gentilello 68 plays 0 name Galyna Livshyts Date February 11th, 2019
Tuo Zhao - Towards Understanding First Order… duration 25 minutes 26 seconds Tuo Zhao - Towards Understanding First Order… Tuo Zhao - Towards Understanding First Order Algorithms for Nonconvex Optimization in Machine Learning	Tuo Zhao - Towards Understanding First Order Algorithms for Nonconvex Optimization in Machine Learning Stochastic Gradient Descent-type (SGD) algorithms have been widely applied to many non-convex optimization problems in machine learning, e.g., training deep neural networks, variational Bayesian… arc12 distinguished lecture algorithms and randomness center college of computing georgia tech recorded by gtlibrary spring 2019 From Katie Gentilello 63 plays 0 name Tuo Zhao Date February 11th, 2019
Éva Tardos - Learning and Efficiency of… duration 51 minutes 59 seconds Éva Tardos - Learning and Efficiency of… Éva Tardos - Learning and Efficiency of Outcomes in Games	Éva Tardos - Learning and Efficiency of Outcomes in Games Selfish behavior can often lead to suboptimal outcome for all participants, a phenomenon illustrated by many classical examples in game theory. Over the last decade we have studied Nash equilibria… arc12 distinguished lecture algorithms and randomness center college of computing georgia tech recorded by gtlibrary spring 2019 From Katie Gentilello 143 plays 0 name Éva Tardos Date February 11th, 2019