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Optimierung objektorientierter Programme. Fakultät für Informatik, Universität Karlsruhe, Am Fasanengarten 5, D-76128 Karlsruhe, Germany, Dissertation, (декабря 2000)Deep Structured Mixtures of Gaussian Processes., , , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 2251-2261. PMLR, (2020)Periodic Activation Functions Induce Stationarity., , и . NeurIPS, стр. 1673-1685. (2021)Flatness Improves Backbone Generalisation in Few-shot Classification., , , и . CoRR, (2024)Optimisation of Overparametrized Sum-Product Networks., , и . CoRR, (2019)AdvancedHMC.jl: A robust, modular and e cient implementation of advanced HMC algorithms., , , , , и . AABI, том 118 из Proceedings of Machine Learning Research, стр. 1-10. PMLR, (2019)Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning., , , , , , , и . UAI, том 115 из Proceedings of Machine Learning Research, стр. 334-344. AUAI Press, (2019)Fixing Overconfidence in Dynamic Neural Networks., , , , и . CoRR, (2023)Subtractive Mixture Models via Squaring: Representation and Learning., , , , , , и . CoRR, (2023)Sum-Product-Transform Networks: Exploiting Symmetries using Invertible Transformations., , , , и . PGM, том 138 из Proceedings of Machine Learning Research, стр. 341-352. PMLR, (2020)