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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… arc12 distinguished lecture +5 More From Katie Gentilello February 14th, 2019 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… arc12 distinguished lecture +5 More From Katie Gentilello February 14th, 2019 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… arc12 distinguished lecture +5 More From Katie Gentilello February 14th, 2019 144 plays 0 name Éva Tardos Date February 11th, 2019

Galyna Livshyts - A Tight Net with Respect to a Random Matrix Norm and Applications to Estimating Singular Values