Browsing CBMM Memo Series by Subject "complexity"
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Unsupervised learning of invariant representations with low sample complexity: the magic of sensory cortex or a new framework for machine learning? (Center for Brains, Minds and Machines (CBMM), arXiv, 2014-03-12)The present phase of Machine Learning is characterized by supervised learning algorithms relying on large sets of labeled examples (n → ∞). The next phase is likely to focus on algorithms capable of learning from very few ...