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Joint Learning of Multiple Structured Output Prediction Tasks

Joint Learning of Multiple Structured Output Prediction Tasks

This video was recorded at NIPS Workshop on Structured Input - Structured Output, Whistler 2008. Structured data emerges rapidly in a large number of disciplines: bioinformatics, systems biology, social network analysis, natural language processing and the Internet generate large collections of strings, graphs, trees, and time series. Designing and analysing algorithms for dealing with these large collections of structured data has turned into a major focus of machine learning over recent years, both in the input and output domain of machine learning algorithms, and is starting to enable exciting new applications of machine learning. The goal of this workshop is to bring together experts on learning with structured input and structured output domains and its applications, in order to... Show More
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