An Interpretable Hand-Crafted Feature-Based Model for Atrial Fibrillation Detection von Rouhi, Rahimeh, Clausel, Marianne, Oster, Julien, Lauer, Fabien

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Incorporating prior knowledge in support vector machines for classification: A review von Lauer, Fabien, Bloch, Gérard

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Margin-Based Scenario Approach to Robust Optimization in High Dimension von Lauer, Fabien

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On the complexity of piecewise affine system identification von Lauer, Fabien

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On the complexity of switching linear regression von Lauer, Fabien

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Error Bounds for Piecewise Smooth and Switching Regression von Lauer, Fabien

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Global optimization for low-dimensional switching linear regression and bounded-error estimation von Lauer, Fabien

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MLweb: A toolkit for machine learning on the web von Lauer, Fabien

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On the exact minimization of saturated loss functions for robust regression and subspace estimation von Lauer, Fabien

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Spectral clustering of linear subspaces for motion segmentation von Lauer, Fabien, Schnorr, Christoph

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Axial plane characteristics of thoracic scoliosis and their usefulness for determining the fusion levels and the correction technique von Illés, Tamás S., Jespersen, Stig M., Reynders, Pieter, Lauer, Fabien, Le Huec, Jean Charles, Dubousset, Jean F.

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A statistical learning perspective on switched linear system identification von Massucci, Louis, Lauer, Fabien, Gilson, Marion

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Estimating the probability of success of a simple algorithm for switched linear regression von Lauer, Fabien

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Rademacher complexity and generalization performance of multi-category margin classifiers von Musayeva, Khadija, Lauer, Fabien, Guermeur, Yann

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Hybrid System Identification von Bloch, Gérard, Lauer, Fabien

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A continuous optimization framework for hybrid system identification von Lauer, Fabien, Bloch, Gérard, Vidal, René

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Finding sparse solutions of systems of polynomial equations via group-sparsity optimization von Lauer, Fabien, Ohlsson, Henrik

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A trainable feature extractor for handwritten digit recognition von Lauer, Fabien, Suen, Ching Y., Bloch, Gérard

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Hybrid System Identification: Theory and Algorithms for Learning Switching Models von Lauer, Fabien

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Incorporating prior knowledge in support vector regression von Lauer, Fabien, Bloch, Gérard

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