Stanley Osher: "New Techniques in Optimization and Their Applications to Deep Learning..."

Описание к видео Stanley Osher: "New Techniques in Optimization and Their Applications to Deep Learning..."

New Deep Learning Techniques 2018

"New Techniques in Optimization and Their Applications to Deep Learning and Related Inverse Problems"
Stanley Osher, University of California, Los Angeles (UCLA), Mathematics

Abstract: We will draw from some of our new results in optimization, often related to partial differential equations, to improve performance of algorithms ranging from data dependent activation in deep learning, training quantized neural networks, optimizing neural networks solving the phase lift problem and diagnosing forward operator error. (Joint with many people.)

Institute for Pure and Applied Mathematics, UCLA
February 8, 2018

For more information: http://www.ipam.ucla.edu/programs/wor...

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