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Advanced Structured Prediction

, , , и (Ред.) Neural Information Processing MIT Press, Cambridge, MA, (2014)

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Christoph Lampert

Christoph H -H Traulsen

Christoph-H Wrede

CHRISTOPH H LOHMANN

Christoph -H Kossack

 

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A Flexible Selection Scheme for Minimum-Effort Transfer Learning., и . CoRR, (2020)Active Task Selection for Multi-Task Learning., и . CoRR, (2016)A PAC-Bayesian bound for Lifelong Learning., и . CoRR, (2013)A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Structural SVMs with a Costly max-Oracle., , и . CoRR, (2014)Data-Dependent Stability of Stochastic Gradient Descent., и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 2820-2829. PMLR, (2018)Satellite Tracks Removal in Astronomical Images., , и . CIARP, том 4225 из Lecture Notes in Computer Science, стр. 892-901. Springer, (2006)Active Structured Learning for High-Speed Object Detection., и . DAGM-Symposium, том 5748 из Lecture Notes in Computer Science, стр. 221-231. Springer, (2009)A Multiple Kernel Learning Approach to Joint Multi-class Object Detection., и . DAGM-Symposium, том 5096 из Lecture Notes in Computer Science, стр. 31-40. Springer, (2008)A PAC-Bayesian bound for Lifelong Learning., и . ICML, том 32 из JMLR Workshop and Conference Proceedings, стр. 991-999. JMLR.org, (2014)Deep Probabilistic Modeling of Natural Images using a Pyramid Decomposition., и . CoRR, (2016)