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Linzner, Dominik [Author] ; Köppl, Heinz [Degree supervisor]; Opper, Manfred [Degree supervisor]

Scalable Inference in Graph-coupled Continuous-time Markov Chains

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Darmstadt: Universitäts- und Landesbibliothek, 2021
Opper, Manfred [Contributor]; Saad, David [Contributor]

Advanced mean field methods : theory and practice

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Cambridge, Mass.: MIT Press, 2001

Published in: Neural information processing series
Maoutsa, Dimitra Despoina [Author] ; Opper, Manfred [Degree supervisor]; Opper, Manfred [Other]; Kappen, Hilbert [Other]; Hartmann, Carsten [Other]

Deterministic particle flows for stochastic nonlinear systems : simulation, control, and inference

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Berlin: Technische Universität Berlin, 2023
Grünhage, Gina [Author] ; Opper, Manfred [Degree supervisor]; Barthelme, Simon [Degree supervisor]; Opper, Manfred [Other]; Barthelme, Simon [Other]; Hammer, Barbara [Other]

Low dimensional visualization and modelling of data using distance-based models : Part I: Visualization of the effects of a changing distance on data using continuous MDS (cMDS); Part II: Inference of the latent space model for network data using expectation propagation

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Berlin: Technische Universität Berlin, 2018
Köhs, Lukas [Author] ; Koeppl, Heinz W. [Degree supervisor]; Opper, Manfred [Degree supervisor]

Bayesian inference and learning in switching biological systems

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Darmstadt: Universitäts- und Landesbibliothek, 2023
Linzner, Dominik [Author] ; Koeppl, Heinz W. [Degree supervisor]; Opper, Manfred [Degree supervisor]

Scalable Inference in Graph-coupled Continuous-time Markov Chains

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Darmstadt: Universitäts- und Landesbibliothek, 2021
Maoutsa, Dimitra Despoina [Author] ; Opper, Manfred [Degree supervisor]; Opper, Manfred [Other]; Kappen, Hilbert [Other]; Hartmann, Carsten [Other]

Deterministic particle flows for stochastic nonlinear systems : simulation, control, and inference

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Berlin: Technische Universität Berlin, 2023
Köhs, Lukas [Author] ; Koeppl, Heinz W. [Degree supervisor]; Opper, Manfred [Degree supervisor]

Bayesian inference and learning in switching biological systems

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Darmstadt: Universitäts- und Landesbibliothek, 2023
Wenzel, Florian [Author] ; Kloft, Marius [Other]; Opper, Manfred [Other]; Mandt, Stephan [Other]

Scalable Inference in Latent Gaussian Process Models

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Berlin: Humboldt-Universität zu Berlin, 2020
Stimberg, Florian [Author] ; Opper, Manfred [Degree supervisor]; Sanguinetti, Guido [Other]; Obermayer, Klaus [Other]

Flexible birth-death MCMC sampler for changepoint models

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Berlin: Technische Universität Berlin, 2016
Blythe, Duncan A. J. [Author] ; Müller, Klaus-Robert [Degree supervisor]; Nikulin, Vadim [Other]; Opper, Manfred [Other]

Long range analysis of EEG data

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Berlin: Technische Universität Berlin, 2016
Wenzel, Florian [Author] ; Kloft, Marius [Contributor]; Opper, Manfred [Contributor]; Mandt, Stephan [Contributor]

Scalable Inference in Latent Gaussian Process Models

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Humboldt-Universität zu Berlin, 2020-02-05
Malem-Shinitski, Noa [Author] ; Reich, Sebastian [Degree supervisor]; Engbert, Ralf [Degree supervisor]; Reich, Sebastian [Other]; Opper, Manfred [Other]; Barthelmé, Simon [Other]

Bayesian inference and modeling for point processes with applications from neuronal activity to scene viewing

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Potsdam: Universität Potsdam, 2023
Pronobis, Wiktor [Author] ; Müller, Klaus-Robert [Degree supervisor]; Müller, Klaus-Robert [Other]; Tkatchenko, Alexandre [Other]; Opper, Manfred [Other]

Towards more efficient and performant computations in quantum chemistry with machine learning

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Berlin: Technische Universität Berlin, 2020
Görnitz, Nico [Author] ; Müller, Klaus-Robert [Degree supervisor]; Müller, Klaus-Robert [Other]; Opper, Manfred [Other]; Kloft, Marius [Other]

One-class classification in the presence of point, collective, and contextual anomalies

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Berlin: Technische Universität Berlin, 2019
Schütt, Kristof [Author] ; Müller, Klaus-Robert [Degree supervisor]; Müller, Klaus-Robert [Other]; Tkatchenko, Alexandre [Other]; Opper, Manfred [Other]

Learning representations of atomistic systems with deep neural networks

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Berlin: Technische Universität Berlin, 2018
Böhmer, Wendelin [Author] ; Obermayer, Klaus [Degree supervisor]; Obermayer, Klaus [Other]; Toussaint, Marc [Other]; Opper, Manfred [Other]

Representation and generalization in autonomous reinforcement learning

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Berlin: Technische Universität Berlin, 2017
Bauer, Alexander [Author] ; Müller, Klaus-Robert [Degree supervisor]; Opper, Manfred [Other]; Blankertz, Benjamin [Other]; Kloft, Marius [Other]

Universal exact algorithm for globally augmented MAP inference in structured prediction

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Berlin: Technische Universität Berlin, 2017
Kunze Susemihl, Alex [Author] ; Opper, Manfred [Degree supervisor]; Obermayer, Klaus [Degree supervisor]; Meir, Ron [Degree supervisor]; Macke, Jakob [Degree supervisor]

Optimal population coding of dynamic stimuli

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Berlin: Technische Universität Berlin, 2015
Shen, Yun [Author] ; Opper, Manfred [Degree supervisor]; Obermayer, Klaus [Degree supervisor]; Stannat, Wilhelm [Degree supervisor]; Stettner, Lukasz [Degree supervisor]; Borkar, Vivek [Degree supervisor]

Risk-sensitive Markov decision processes

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Berlin: Technische Universität Berlin, 2015

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