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Geometry-aware principal component analysis for symmetric positive definite matrices.

, , and . Mach. Learn., 106 (4): 493-522 (2017)

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Active Learning with Model Selection in Linear Regression., and . SDM, page 518-529. SIAM, (2008)nu-support vector machine as conditional value-at-risk minimization., and . ICML, volume 307 of ACM International Conference Proceeding Series, page 1056-1063. ACM, (2008)On Bayesian PCA: Automatic Dimensionality Selection and Analytic Solution., , and . ICML, page 497-504. Omnipress, (2011)On the Minimal Supervision for Training Any Binary Classifier from Only Unlabeled Data., , , and . ICLR (Poster), OpenReview.net, (2019)Predictive Approaches for Low-Cost Preventive Medicine Program in Developing Countries., , , , , , , , , and 9 other author(s). KDD, page 1681-1690. ACM, (2015)Active Feature Acquisition with Supervised Matrix Completion., , , , , and . KDD, page 1571-1579. ACM, (2018)Computationally efficient multi-label classification by least-squares probabilistic classifier., , and . ICASSP, page 2077-2080. IEEE, (2012)Binary Classification from Positive Data with Skewed Confidence., , and . IJCAI, page 3328-3334. ijcai.org, (2020)Scheduled for July 2020, Yokohama, Japan, postponed due to the Corona pandemic..Clustering via Mode Seeking by Direct Estimation of the Gradient of a Log-Density., , and . ECML/PKDD (3), volume 8726 of Lecture Notes in Computer Science, page 19-34. Springer, (2014)Efficient Reuse of Previous Experiences to Improve Policies in Real Environment., , , , , and . CoRR, (2014)