32:42
Stochastic Optimization for Big Data Machine Learning Problems
Simons Institute for the Theory of Computing
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20:25
Machine Learning: Stochastic Optimization for Regression Weights
Jordan Boyd-Graber
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Adam: A Method for Stochastic Optimization | ML Papers Explained
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Adam: A Method for Stochastic Optimization (Kingma & Ba, 2015)
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Stochastic Optimization Models on Power Systems | Camila Metello and Joaquim Garcia | JuliaCon 2017
The Julia Programming Language
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1:06:34
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Big Data, Better Answers: Optimization at Scale with Courtney Paquette
University of California Television (UCTV)
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Machine Learning NeEDS Mathematical Optimization with Prof Jordi Castro
NeEDS - Network of European Data Scientists
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Directions in ML: Taking Advantage of Randomness in Expensive Optimization Problems
Microsoft Research
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55:15
#OR58: Peter Richtárik Plenary Talk, 'Introduction to Big Data Optimisation'
The OR Society
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1:21
36:34
53:09
Learning and stochastic optimization with non-i.i.d. data
Microsoft Research
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