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List of Publications

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P

Statistical Mechanics of Support Vector Networks [21]

Dietrich, R., Opper, M. and Sompolinsky, H.

Phys. Rev. Lett., 2975-2978. 1999

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

Online versus Offline Learning from Random Examples: General Results [24]

Opper, M.

Phys. Rev. Lett., 4671-4674. 1996

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

A mean field approach to Bayes learning in feed–forward neural networks [27]

Opper, M. and Winther, O.

Phys. Rev. Lett., 1964-1967. 1996

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

Simulating Infinite Systems [30]

Opper, M.

Physica A, 545–551. 1993

Download Bibtex entry [31]

Construction Algorithm for the Parity Machine [32]

Biehl, M. and Opper, M.

Physica A, 307–313. 1993

Download Bibtex entry [33]

Probabilistic data modelling with adaptive TAP mean field theory [34]

Opper, M. and Winther, O.

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

Link to publication [35] Download Bibtex entry [36]

Support Vector machines learning noisy polynomial rules [37]

Opper, M. and Urbanczik, R.

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

Link to publication [38] Download Bibtex entry [39]

Estimating parameters in stochastic systems: A variational Bayesian approach [40]

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

Physica D: Nonlinear Phenomena. Elsevier, 1877-1900. 2011

Download Bibtex entry [41]

The Generalization Ability of Perceptrons with Continuous Outputs [42]

Bös, S., Kinzel, W. and Opper, M.

Physical Review E, 1384. 1993

Download Bibtex entry [43]

Variational mean-field algorithm for efficient inference in large systems of stochastic differential equations [44]

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

Physical Review E, 012148. 2015

Download Bibtex entry [45]

Successful attack on permutation-parity-machine-based neural cryptography [46]

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

Physical Review E, 025101(R). 2012

Link to publication [47] Download Bibtex entry [48]

Adaptive and Selfaveraging TAP Mean Field Theory [49]

Opper, M. and Winther, O.

Physical Review E, 056131. 2001

Link to publication [50] Download Bibtex entry [51]

Common Input Explains Higher-Order Correlations and Entropy in a Simple Model of Neural Population Activity [52]

Macke, J., Opper, M. and Bethge, M.

Physical Review Letters. American Physical Society, 208102. 2011

Download Bibtex entry [53]

Physik lernender Netzwerke (physics of learning networks) [54]

Opper, M.

Physikalische Blätter, 569–574. 1992

Download Bibtex entry [55]

Z

The Quantum Lifetime of the Davydov Soliton [56]

Bolterauer, H. and Opper, M.

Z. Phys. B, 95–103. 1991

Download Bibtex entry [57]

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