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Št. zadetkov: 8
How to Predict Sequences with Bayes, MDL and Experts
Marcus Hutter
Video in druga učna gradiva
Oznake: computer science;machine learning
Leto: 2005 Vir: videolectures.net
How to Predict Sequences with Bayes, MDL, and Experts
Marcus Hutter
Video in druga učna gradiva
Oznake:
Leto: 2005 Vir: videolectures.net
How to predict with Bayes, MDL, and Experts
Marcus Hutter
Video in druga učna gradiva
Oznake: computer science;machine learning;computational learning theory;statistical learning
Most passive Machine Learning tasks can be (re)stated as sequence prediction problems. This includes pattern recognition, classification, time-series forecasting, and others. Moreover, the understanding of passive intelligence also serves as a basis for active learning and decision making. In the re ...
Leto: 2005 Vir: videolectures.net
Foundations of Machine Learning
Marcus Hutter
Video in druga učna gradiva
Oznake: computer science;machine learning
Machine learning is usually taught as a bunch of methods that can solve a bunch of problems (see above). The second part of the tutorial takes a step back and asks about the foundations of machine learning, in particular the (philosophical) problem of inductive inference, (Bayesian) statistics ...
Leto: 2008 Vir: videolectures.net
Introduction to the MLSS 2008
Marcus Hutter
Video in druga učna gradiva
Oznake: events
Leto: 2008 Vir: videolectures.net
Introduction to Statistical Machine Learning
Marcus Hutter
Video in druga učna gradiva
Oznake: computer science;machine learning;statistical learning
The first part of his tutorial provides a brief overview of the fundamental methods and applications of statistical machine learning. The other speakers will detail or built upon this introduction. Statistical machine learning is concerned with the development of algorithms and techniques that ...
Leto: 2008 Vir: videolectures.net
Introduction To Statistical Machine Learning
Marcus Hutter
Video in druga učna gradiva
Oznake: computer science;machine learning;statistical learning;artificial intelligence
This course provides a brief overview of the methods and practice of statistical machine learning, which is concerned with the development of algorithms and techniques that learn from observed data by constructing stochastic models that can be used for making predictions and decisions. The idea of t ...
Leto: 2009 Vir: videolectures.net
Universal Artificial Intelligence
Marcus Hutter
Video in druga učna gradiva
Oznake: computer science;artificial intelligence
The dream of creating artificial devices that reach or outperform human intelligence is many centuries old. In this course I will present an elegant parameter-free theory of an optimal reinforcement learning agent embedded in an arbitrary unknown environment that possesses essentially all aspects of ...
Leto: 2009 Vir: videolectures.net
Št. zadetkov: 8
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