The Interplay of Optimization and Machine Learning Research
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Tutorial on Bayesian Optimisation for Machine Learning iro.umontreal.ca
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Practical Bayesian Optimization of Machine Learning Algorithms proceedings.neurips.cc
NeurIPS'12, 2012. [All Versions]. The use of machine learning algorithms frequently involves careful tuning of learning parameters and model hyperparameters. Unfortunately, this tuning is often a “black art” requiring expert experience, rules of thumb, or sometimes brute-force…
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Optimization Algorithms in Machine Learning videolectures.net
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Machine learning: Moving from experiments to production blog.codecentric.de