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MATH 680-001, Fall 2023: Advanced Statistical Learning

• Authors : Guo, Wenge

Subjects: MATH; Mathematics; 600-level

• Source: Mathematical Sciences Syllabi

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MATH 680-101: Advanced Statistical Learning

• Authors : Guo, W.

Subjects: MATH; Mathematics; 600-level

• Source: Mathematical Sciences Syllabi

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Statistical learning methods for mining marketing and biological data

• Authors : Zhang, Jie

Subjects: Change-point detection; Gender prediction; Sparse time series analysis

• Source: Dissertations

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Automated flare forecasting using a statistical learning technique

• Authors : Yuan, Yuan; Shih, Frank Y.; Jing, Ju

Subjects: Flares-Sun; Magnetic fields; Sun

• Source: Faculty Publications

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Crowd-sourced Evaluation of Combat Animations

• Authors : Zhang, Yunhao; Weiss, Tomer

Subjects: animation; statistical learning

• Source: Faculty Publications

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Predictive decoding of neural data

• Authors : Halchenko, Yaroslav O.

Subjects: Brain imaging; FMRI; Machine learning

• Source: Dissertations

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Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning

• Authors : Barnes, L. P.; Dytso, A.; Poor, H. V.

• Source: Faculty Publications

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Improved Information-Theoretic Generalization Bounds for Distributed, Federated, and Iterative Learning †

• Authors : Barnes, Leighton Pate; Dytso, Alex; Poor, Harold Vincent

Subjects: distribution and federated learning; generalization error; information-theoretic bounds

• Source: Faculty Publications

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PyMVPA: A python toolbox for multivariate pattern analysis of fMRI data

• Authors : Hanke, Michael; Halchenko, Yaroslav O.; Sederberg, Per B.

Subjects: Functional magnetic resonance imaging; Image analysis; Machine learning

• Source: Faculty Publications

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