From machine learning to machine reasoning: An essay von Bottou, Léon

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SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent von Bordes, Antoine, Bottou, Léon, Gallinari, Patrick

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A scaling calculus for the design and initialization of ReLU networks von Defazio, Aaron, Bottou, Léon

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Optimization Methods for Large-Scale Machine Learning von Bottou, Léon, Curtis, Frank E., Nocedal, Jorge

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Poincaré maps for analyzing complex hierarchies in single-cell data von Klimovskaia, Anna, Lopez-Paz, David, Bottou, Léon, Nickel, Maximilian

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Large-Scale Machine Learning with Stochastic Gradient Descent von Bottou, Léon

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Improvements to the Percolator Algorithm for Peptide Identification from Shotgun Proteomics Data Sets von Spivak, Marina, Weston, Jason, Bottou, Léon, Käll, Lukas, Noble, William Stafford

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Nonconvex Online Support Vector Machines von Ertekin, Şeyda, Bottou, Léon, Giles, C Lee

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Introduction to the special issue on learning semantics von Bordes, Antoine, Bottou, Léon, Collobert, Ronan, Roth, Dan, Weston, Jason, Zettlemoyer, Luke

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Batch and online learning algorithms for nonconvex neyman-pearson classification von Gasso, Gilles, Pappaioannou, Aristidis, Spivak, Marina, Bottou, Léon

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Stochastic Gradient Descent Tricks von Bottou, Léon

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Sequence Labelling SVMs Trained in One Pass von Bordes, Antoine, Usunier, Nicolas, Bottou, Léon

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Stochastic Learning von Bottou, Léon

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Geometrical Insights for Implicit Generative Modeling von Bottou, Leon, Arjovsky, Martin, Lopez-Paz, David, Oquab, Maxime

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Statistical Learning and Data Science von Summa, Mireille Gettler, Bottou, Leon, Goldfarb, Bernard, Murtagh, Fionn, Pardoux, Catherine, Touati, Myriam

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Local Learning Algorithms von Bottou, Léon, Vapnik, Vladimir

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Fast Kernel Classifiers with Online and Active Learning von Bordes, Antoine, Seyda, Ertekin, Weston, Jason, Bottou, Léon

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Efficient BackProp von LeCun, Yann, Bottou, Leon, Orr, Genevieve B., Müller, Klaus -Robert

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Gradient-based learning applied to document recognition von Lecun, Y., Bottou, L., Bengio, Y., Haffner, P.

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Toward automatic phenotyping of developing embryos from videos von Feng Ning, Delhomme, D., LeCun, Y., Piano, F., Bottou, L., Barbano, P.E.

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