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Publikationsliste

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2013

Dynamic state estimation based on Poisson spike trains—towards a theory of optimal encoding [21]

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

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

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

2012

Anwendung von Gauß-Prozessen zur Vorhersage des Euro-Dollar Wechselkurses [24]

Kagoshima, A.

2012 TU Berlin

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

Reinforcement learning with Gaussian Processes [27]

Seiler, J.

2012

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

Bayesian Inference for Change Points in Dynamical Systems with Reusable States—a Chinese Restaurant Process Approach [30]

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

Proceedings of the International Conference on Artificial Intelligence and Statistics 2012

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

Bayesian Network Inference [33]

Salah, A. H.

2012

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

Probabilistic Attack on Neural Cryptography [36]

Iglesias, L. F. S.

2012 TU Berlin

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

Successful attack on permutation-parity-machine-based neural cryptography [39]

Iglesias, L. F. S. and Ruttor, A.

Physical Review E, 025101(R). 2012

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

Optimal control as a graphical model inference problem [42]

Kappen, H. J., Gomez, V. and Opper, M.

Machine Learning. Springer, 159-182. 2012

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

2011

Probabilistic and Genetic Attacks on the Key-Exchange Protocol Using Permutation Parity Machines [45]

Seoane, L. F.

2011

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

Gaussian Processes for Global Optimization [48]

Hjelm, M. and Han, J.-W.

2011

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

Balancing a pole [51]

Sobierajski, K. and Sikora, P.

2011

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

Inference Approaches to Optimal Control [54]

Lu, J., Peng, L., Liu, S. and Liu, Y.

2011

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

Learning to Ride a Light Cycle [57]

Haenicke, J.

2011

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

Bayesian Inference for Models of Transcriptional Regulation Using Markov Chain Monte Carlo Sampling [60]

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

Proceedings of the 8th International Workshop on Computational Systems Biology (WCSB). Tampere University of Technology, Tampere, Finland, 169–172. 2011

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

Inference in continuous-time change-point models [63]

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

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

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

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