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Massimiliano Pontil

Computer Science – Learning

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A General Framework for Structured Sparsity via Proximal Optimization

Computer Science – Learning
Scientific paper

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A tale of many cities: universal patterns in human urban mobility

Physics – Physics and Society
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Efficient First Order Methods for Linear Composite Regularizers

Computer Science – Learning
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Empirical Bernstein Bounds and Sample Variance Penalization

Statistics – Machine Learning
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Modeling transition dynamics in MDPs with RKHS embeddings of conditional distributions

Computer Science – Learning
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