Manfred Opper - Concepedia

Author

Manfred Opper

Technische Universität Berlin ORCID

Also Known As

D Long, M Opper, M. Opper, Manfred Opper, Opper Manfred, Opper, M, Opper, M., Opper, Manfred

260

Publications

9.1K

Citations

H-Index

117

Concepts

All Affiliations

Technische Universität Berlin Justus-Liebig-Universität Gießen Aston University University of Würzburg Technical University of Denmark

About

Manfred Opper is an author at Technische Universität Berlin specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	31	59	5.9K
2	Natural Sciences	4	4	386
3	Management	3	3	220
4	Business	1	1	16
5	Education	1	1	12

Manfred Opper

Publications

7.5K

Citations

H-Index

Page 1

	Year	Citations
Query by committee H. Sebastian Seung, Manfred Opper, Haim Sompolinsky Artificial IntelligenceIntelligent Information ProcessingEngineeringMachine LearningGood Query Algorithms	1992	1.6K
Sparse On-Line Gaussian Processes Lehel Csató, Manfred Opper Neural Computation Kernel MachinesSparse RepresentationEngineeringMachine LearningData Science	2002	749
Advances in Neural Information Processing Systems 26 (NIPS 2013) Botond Cseke, Manfred Opper, Guido Sanguinetti Intelligent Information ProcessingEngineeringMachine LearningNips 2013Computer Science	2013	407
Optimal control as a graphical model inference problem Hilbert J. Kappen, Vicenç Gómez, Manfred Opper Machine Learning Optimal ControlEngineeringStochastic OptimizationUncertainty QuantificationModel-based Control Technique	2012	310
The Variational Gaussian Approximation Revisited Manfred Opper, Cédric Archambeau Neural Computation Variational Gaussian ApproximationGaussian PriorsEngineeringVariational AnalysisData Science	2008	297
Learning of correlated patterns in spin-glass networks by local learning rules S. Diederich, Manfred Opper Physical Review Letters EngineeringMachine LearningN Two-state NeuronsStructural Pattern RecognitionNetwork Analysis	1987	261
Gaussian Processes for Classification: Mean-Field Algorithms Manfred Opper, Ole Winther Neural Computation	2000	213
Expectation Consistent Approximate Inference Manfred Opper, Ole Winther Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)	2005	174
Generalization performance of Bayes optimal classification algorithm for learning a perceptron Manfred Opper, David Haussler Physical Review Letters EngineeringMachine LearningAlgorithmic LearningGeneralization ErrorReplica Symmetry	1991	152
Mutual information, metric entropy and cumulative relative entropy risk David Haussler, Manfred Opper The Annals of Statistics Large DeviationsBayesian Decision TheoryEngineeringStatistical FoundationRisk Metric	1997	145

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