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Showing 1 to 2 of 2 for “"Empirical Risk Minimisation"”.
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Representation and learning schemes for argument stance mining.
… we find that optimising such lexicons using an empirical risk minimisation framework allows us to regularise them to a higher degree than competing probabilistic techniques, which helps us learn better lexicons from noisy data. We also conclude that adding local context (neighbouring words) …
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Accelerated Optimisation Algorithms for Machine Learning and Image Processing
Over the past decade, the overlap between machine learning and image processing has grown so considerably that the two fields have become inseparable. Some of the most important problems affecting science and society fall within these overlapping fields, including the development of self-driving …