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Inference in continuous-time change-point models [21]

Stimberg, F., Opper, M., Sanguinetti, G. and Ruttor, A.

Advances in Neural Information Processing Systems 24, 2717–2725. 2011

Link zur Publikation [22] Download Bibtex Eintrag [23]

Analytical Results for the Error in Filtering of Gaussian Processes [24]

Susemihl, A., Opper, M. and Meir, R.

Advances in Neural Information Processing Systems 24. Curran Associates, Inc., 2303–2311. 2011

Link zur Publikation [25] Download Bibtex Eintrag [26]

Approximate inference for continuous–time Markov processes [27]

Archambeau, C. and Opper, M.

Bayesian Time Series Models. Cambridge University Press, 125–140.. 2011

Link zur Publikation [28] Download Bibtex Eintrag [29]

Parameter Estimation in Potts Models as an Instance of Probabilistic Programming via Imperatively Defined Factor Graphs [30]

Hanefeld, A.

2014 TU Berlin

Link zur Publikation [31] Download Bibtex Eintrag [32]

Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data [33]

Stimberg, F., Ruttor, A. and Opper, M.

Advances in Neural Information Processing Systems 27, 730-738. 2014

Link zur Publikation [34] Download Bibtex Eintrag [35]

Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data - Supplementary material [36]

Stimberg, F., Ruttor, A. and Opper, M.

2014

Link zur Publikation [37] Download Bibtex Eintrag [38]

Bayesian Network Inference [39]

Salah, A. H.

2012

Link zur Publikation [40] Download Bibtex Eintrag [41]

Classification with Deep Belief Networks [42]

Hebbo, H. and Kim, J. W.

2013

Link zur Publikation [43] Download Bibtex Eintrag [44]

Linear approaches to a stochastic mechanical control problem [45]

Mabrouk, M.

2010 TU Berlin

Link zur Publikation [46] Download Bibtex Eintrag [47]

Balancing a Pole [48]

Ley, A. and Meyer, S.

2013

Link zur Publikation [49] Download Bibtex Eintrag [50]

Vergleich von Z-Learning und Q-Learning auf diskreten Markov Decision Problems [51]

Froese, V.

2010 TU Berlin

Link zur Publikation [52] Download Bibtex Eintrag [53]

Structural inference in gene regulatory networks [54]

Ralinovski, K.

2013

Link zur Publikation [55] Download Bibtex Eintrag [56]

Lösung eines Kontrollproblems mittels Gaußscher Prozesse [57]

Bronstein, L.

2009 TU Berlin

Link zur Publikation [58] Download Bibtex Eintrag [59]

Classification of task related fRMI: a complex network analysis [60]

Bey, P.

2014

Link zur Publikation [61] Download Bibtex Eintrag [62]

Analyse von Steroiddaten mit Methoden des überwachten und unüberwachten Lernens [63]

Üretmen, S.

2010 TU Berlin

Link zur Publikation [64] Download Bibtex Eintrag [65]

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