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NIPS 2016 Workshop on Nonconvex Optimization: Nando de Freitas (Learning to Optimize)
Nando de Freitas - Lecture 2 - RL and deep learning
Machine learning - Introduction to Gaussian processes
undergraduate machine learning 26: Optimization
Machine learning - Unconstrained optimization
undergraduate machine learning 20: Cross-validation, big data and regularization
Nando de Freitas - Learning to Learn, to Program, to Explore and to Seek Knowledge (NIPS 2016)
Extensions of Bayesian Optimization for Real-World Applications
undergraduate machine learning 5: Introduction to Bayes
Machine learning - Deep learning I
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Last Updated: September 28, 2026
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The talk presented at Gaussian Process Summer School at Sheffield, on September 16, 2015. NIPS 2016 Workshop on Nonconvex Slides available at: cs.ubc.ca/~nando/540-2013/lectures.html Course taught in 2013 at UBC by ... here: cs.ubc.ca/~nando/340-2012/lectures.php This course was taught in 2012 at UBC by Based on joint work with Holger Hoos, Kevin Leyton-Brown, and
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