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List of Publications

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2012

Anwendung von Gauß-Prozessen zur Vorhersage des Euro-Dollar Wechselkurses [21]

Kagoshima, A.

2012 TU Berlin

Link to publication [22] Download Bibtex entry [23]

2013

Dynamic state estimation based on Poisson spike trains—towards a theory of optimal encoding [24]

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

Journal of Statistical Mechanics: Theory and Experiment, P03009. 2013

Link to publication [25] Download Bibtex entry [26]

Z-Lernen auf diskreten Markov-Entscheidungs-Problemen mit zustandsabhängigen Aktionen [27]

Bossert, T.

2013 TU Berlin

Link to publication [28] Download Bibtex entry [29]

Efficient stochastic control with Kullback Leibler costs using kernel methods [30]

Sokoloski, S.

2013 TU Berlin

Link to publication [31] Download Bibtex entry [32]

Meta Learning in Recommendation Systems [33]

Seiler, J.

2013 TU Berlin

Link to publication [34] Download Bibtex entry [35]

Efficient Optimal Control for Multi-Agent Jump Processes [36]

Schlegel, A.

2013 TU Berlin

Link to publication [37] Download Bibtex entry [38]

Approximate Gaussian process inference for the drift of stochastic differential equations - Supplementary material [39]

Ruttor, A., Batz, P. and Opper, M.

2013

Link to publication [40] Download Bibtex entry [41]

Approximate Gaussian process inference for the drift of stochastic differential equations [42]

Ruttor, A., Batz, P. and Opper, M.

Advances in Neural Information Processing Systems, 2040-2048. 2013

Link to publication [43] Download Bibtex entry [44]

Classification with Deep Belief Networks [45]

Hebbo, H. and Kim, J. W.

2013

Link to publication [46] Download Bibtex entry [47]

Balancing a Pole [48]

Ley, A. and Meyer, S.

2013

Link to publication [49] Download Bibtex entry [50]

Structural inference in gene regulatory networks [51]

Ralinovski, K.

2013

Link to publication [52] Download Bibtex entry [53]

DARA: Estimating the Behavior of Data Rate Adaptation Algorithms in WLAN Hotspots [54]

Wiethölder, S., Ruttor, A., Bergemann, U., Opper, M. and Wolisz, A.

2013

Link to publication [55] Download Bibtex entry [56]

DARA: Estimating the Behavior of Data Rate Adaptation Algorithms in WLAN Hotspots [57]

Wiethölter, S., Ruttor, A., Bergemann, U., Opper, M. and Wolisz, A.

2013

Link to publication [58] Download Bibtex entry [59]

Approximate inference in latent Gaussian-Markov models from continuous time observations [60]

Cseke, B., Opper, M. and Sanguinetti, G.

Advances in Neural Information Processing Systems, 971–979. 2013

Link to publication [61] Download Bibtex entry [62]

Perturbative Corrections for Approximate Inference in Gaussian Latent Variable Models [63]

Opper, M., Paquet, U. and Winther, O.

Journal of Machine Learning Research, 2857-2898. 2013

Link to publication [64] Download Bibtex entry [65]

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