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Keynote: Bayesian Deep Learning Models for Recommendation Applications.

. DLRS@RecSys, page 1. ACM, (2017)

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Boosting Kernel Discriminant Analysis and Its Application on Tissue Classification of Gene Expression Data., and . IJCAI, page 744-749. (2007)A Scalable Kernel-Based Algorithm for Semi-Supervised Metric Learning., , and . IJCAI, page 1138-1143. (2007)Gesture-based piloting of an aerial robot using monocular vision., , , and . ICRA, page 5913-5920. IEEE, (2017)A decentralized approach to the motion planning problem for multiple mobile robots., and . ICRA, page 1779-1784. IEEE, (1987)Host-based intrusion detection using dynamic and static behavioral models., and . Pattern Recognit., 36 (1): 229-243 (2003)Face recognition using a kernel fractional-step discriminant analysis algorithm., , and . Pattern Recognit., 40 (1): 229-243 (2007)Model-based transductive learning of the kernel matrix., , and . Mach. Learn., 63 (1): 69-101 (2006)Kernel-Based Metric Adaptation with Pairwise Constraints., and . ICMLC, volume 3930 of Lecture Notes in Computer Science, page 721-730. Springer, (2005)Bayesian inference for transductive learning of kernel matrix using the Tanner-Wong data augmentation algorithm., , and . ICML, volume 69 of ACM International Conference Proceeding Series, ACM, (2004)Use of bias term in projection pursuit learning improves approximation and convergence properties., and . IEEE Trans. Neural Networks, 7 (5): 1168-1183 (1996)