Concepedia

Manfred Opper

MO

98

Publications

7.5K

Citations

37

H-Index

1981

Active since

Affiliations

Technische Universität Berlin(Current)

Justus-Liebig-Universität Gießen

Aston University

University of Würzburg

Technical University of Denmark

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

Top concepts

EngineeringStatisticsComputer ScienceMachine LearningStatistical InferenceData ScienceProbabilityComputational NeuroscienceUncertainty QuantificationSocial Sciences

Publications per year

1981–2025

98

Publications

98

Query by committee

H. Sebastian Seung, Manfred Opper, Haim Sompolinsky · 1992 · 1.6K citations · Full text

Artificial Intelligence, Intelligent Information Processing, Engineering +17

Sparse On-Line Gaussian Processes

Lehel Csató, Manfred Opper · Neural Computation · 2002 · 749 citations

Kernel Machines, Sparse Representation, Engineering +10

Advances in Neural Information Processing Systems 26 (NIPS 2013)

Botond Cseke, Manfred Opper, Guido Sanguinetti · 2013 · 407 citations

Intelligent Information Processing, Engineering, Machine Learning +4

Optimal control as a graphical model inference problem

Hilbert J. Kappen, Vicenç Gómez, Manfred Opper · Machine Learning · 2012 · 310 citations · Full text

Optimal Control, Engineering, Stochastic Optimization +12

The Variational Gaussian Approximation Revisited

Manfred Opper, Cédric Archambeau · Neural Computation · 2008 · 297 citations

Variational Gaussian Approximation, Gaussian Priors, Engineering +13

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