Spotlight talks from paper submissions
in
Workshop: Beyond first order methods in machine learning systems

Spotlight talks

Diego Granziol · Fabian Pedregosa · Hilal Asi

2019 Spotlight talks from paper submissions
in
Workshop: Beyond first order methods in machine learning systems

Abstract

How does mini-batching affect Curvature information for second order deep learning optimization? Diego Granziol (Oxford); Stephen Roberts (Oxford); Xingchen Wan (Oxford University); Stefan Zohren (University of Oxford); Binxin Ru (University of Oxford); Michael A. Osborne (University of Oxford); Andrew Wilson (NYU); sebastien ehrhardt (Oxford); Dmitry P Vetrov (Higher School of Economics); Timur Garipov (Samsung AI Center in Moscow)

Acceleration through Spectral Modeling. Fabian Pedregosa (Google); Damien Scieur (Princeton University)

Using better models in stochastic optimization. Hilal Asi (Stanford University); John Duchi (Stanford University)

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