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List of Publications

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1999

Replicator Dynamics [21]

Opper, M. and Diederich, S.

Proceedings of the Europhysics Conference on Computational Physics CCP 1998. Elsevier Science, 141-144. 1999

Download Bibtex entry [22]

Statistical Mechanics of Support Vector Networks [23]

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

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

Link to publication [24] Download Bibtex entry [25]

Bayes-optimal performance in a discrete space [26]

Copelli, M., Broeck, C. V. d. and Opper, M.

Journal of Physics A, L555. 1999

Link to publication [27] Download Bibtex entry [28]

2000

Imparare a Generalizzare (Learning to Generalize) [29]

Opper, M.

Frontiere della Biologia. Istituto della Enciclopedia Italiana Treccani, 717-729. 2000

Download Bibtex entry [30]

Statistical Mechanics of SVMs [31]

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

Advances in Large Margin Classifiers. MIT Press, 359-367. 2000

Link to publication [32] Download Bibtex entry [33]

Gaussian Processes and SVM: Mean Field Results and Leave-One-Out [34]

Opper, M. and Winther, O.

Advances in Large Margin Classifiers. MIT Press, 311–326. 2000

Download Bibtex entry [35]

Continuous drifting games [36]

Freund, Y. and Opper, M.

Proceedings of the Thirteenth Annual Conference on Computational Learning Theory. Morgan Kaufmann, 126-132. 2000

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

Efficient Approaches to Gaussian Process Classification [39]

Csató, L., Fokou´e, E., Opper, M., Schottky, B. and Winther, O.

Advances in Neural Information Processing Systems 12. MIT Press, 251-257. 2000

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

On–line learning from a finite training set: A solvable model [42]

Lopez, B. and Opper, M.

Europhys. Lett., 275-281. 2000

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

Gaussian Processes for Classification: Mean Field Algorithms [45]

Opper, M. and Winther, O.

Neural Computation, 2655-2684. 2000

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

2001

Advanced Mean Field Methods: Theory and Practice [48]

||MIT Press. 2001

Download Bibtex entry [49]

Learning to Generalize [50]

Opper, M.

Frontiers of Life. Academic Press, 763-775. 2001

Link to publication [51] Download Bibtex entry [52]

Adaptive TAP Equations [53]

Opper, M. and Winther, O.

Advanced Mean Field Methods: Theory and Practice. MIT Press, 85-97. 2001

Link to publication [54] Download Bibtex entry [55]

From Naive Mean Field Theory to the TAP Equations [56]

Opper, M. and Winther, O.

Advanced Mean Field Methods: Theory and Practice. MIT Press, 7-20. 2001

Link to publication [57] Download Bibtex entry [58]

Learning curves for Gaussian processes models: Fluctuations and Universality [59]

Malzahn, D. and Opper, M.

Proceedings of the International Conference on Artificial Neural Networks 2001. Springer–Verlag, 271-276. 2001

Link to publication [60] Download Bibtex entry [61]

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