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Anne Sabourin

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Sharp error bounds for imbalanced classification: how many examples in the minority class?

Oct 23, 2023
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Regular Variation in Hilbert Spaces and Principal Component Analysis for Functional Extremes

Aug 02, 2023
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On Regression in Extreme Regions

Mar 06, 2023
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Concentration bounds for the empirical angular measure with statistical learning applications

Apr 07, 2021
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Heavy-tailed Representations, Text Polarity Classification & Data Augmentation

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Mar 25, 2020
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A Multivariate Extreme Value Theory Approach to Anomaly Clustering and Visualization

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Jul 17, 2019
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Principal Component Analysis for Multivariate Extremes

Jun 26, 2019
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Max K-armed bandit: On the ExtremeHunter algorithm and beyond

Jul 27, 2017
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Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking

Mar 31, 2016
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Sparsity in Multivariate Extremes with Applications to Anomaly Detection

Mar 14, 2016
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