TU Berlin

Methoden der Künstlichen IntelligenzPublikationen

Inhalt des Dokuments

zur Navigation

Publikationsliste

O



Approximate inference in continuous time Gaussian-Jump processes

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

Advances in Neural Information Processing Systems 23, 1831–1839. 2010

Link zur Publikation Download Bibtex Eintrag

Parameter estimation and inference for stochastic reaction-diffusion systems: application to morphogenesis in D. melanogaster

Opper, M., Dewar, M. A., Kadirkamanathan, V. and Sanguinetti, G.

BMC Systems Biology. BMC Systems Biology %, 669 - 676. 2010

Download Bibtex Eintrag

A new variational radial basis function approximation for inference in multivariate diffusions

Opper, M., Vrettas, M. D. and Cornford, D.

Neurocomputing. Elsevier, 1186 - 1198. 2010

Download Bibtex Eintrag

Learning combinatorial transcriptional dynamics from gene expression data

Opper, M. and Sanguinetti, G.

Bioinformatics. Oxford Journals, 1623-1629. 2010

Download Bibtex Eintrag

A theory of solving TAP equations for Ising models with general invariant random matrices

Opper, M., Cakmak, B. and Winther, O.

Journal of Physics A: Mathematical and Theoretical, 114002. 2016

Link zur Publikation Download Bibtex Eintrag

Perturbative Corrections for Approximate Inference in Gaussian Latent Variable Models

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

Journal of Machine Learning Research, 2857-2898. 2013

Link zur Publikation Download Bibtex Eintrag

Expectation Consistent Approximate Inference

Opper, M. and Winther, O.

Journal of Machine Learning Research, 2177 - 2204. 2005

Link zur Publikation Download Bibtex Eintrag


Adaptive and Selfaveraging TAP Mean Field Theory

Opper, M. and Winther, O.

Physical Review E, 056131. 2001

Link zur Publikation Download Bibtex Eintrag

Universal learning curves of support vector machines

Opper, M. and Urbanczik, R.

Phys. Rev. Lett., 4410-4413. 2001

Link zur Publikation Download Bibtex Eintrag

Probabilistic data modelling with adaptive TAP mean field theory

Opper, M. and Winther, O.

Second Minerva Workshop on Frontiers in the Physics of Complex Systems, 119-125. 2001

Link zur Publikation Download Bibtex Eintrag

Support Vector machines learning noisy polynomial rules

Opper, M. and Urbanczik, R.

Second Minerva Workshop on Frontiers in the Physics of Complex Systems, 110-118. 2001

Link zur Publikation Download Bibtex Eintrag


Navigation

Direktzugang

Schnellnavigation zur Seite über Nummerneingabe