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Publications of "Manfred Opper" ( http://dblp.L3S.de/Authors/Manfred_Opper )

URL (Homepage):  http://www.ki.tu-berlin.de/  Author page on DBLP  Author page in RDF  Community of Manfred Opper in ASPL-2

Publication years (Num. hits)
1991-2000 (15) 2001-2004 (16) 2005-2010 (17) 2011-2015 (16) 2016-2018 (15) 2019 (6)
Publication types (Num. hits)
article(36) inproceedings(49)
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Found 86 publication records. Showing 85 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Théo Galy-Fajou, Florian Wenzel, Christian Donner, Manfred Opper Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Robert Bamler, Cheng Zhang 0005, Manfred Opper, Stephan Mandt Tightening Bounds for Variational Inference by Revisiting Perturbation Theory. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Burak Çakmak, Manfred Opper Convergent Dynamics for Solving the TAP Equations of Ising Models with Arbitrary Rotation Invariant Coupling Matrices. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Théo Galy-Fajou, Florian Wenzel, Christian Donner, Manfred Opper Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation. Search on Bibsonomy UAI The full citation details ... 2019 DBLP  BibTeX  RDF
1Burak Çakmak, Manfred Opper Convergent Dynamics for Solving the TAP Equations of Ising Models with Arbitrary Rotation Invariant Coupling Matrices. Search on Bibsonomy ISIT The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Florian Wenzel, Théo Galy-Fajou, Christian Donner, Marius Kloft, Manfred Opper Efficient Gaussian Process Classification Using Pólya-Gamma Data Augmentation. Search on Bibsonomy AAAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Christian Donner, Manfred Opper Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2018 DBLP  BibTeX  RDF
1Yuval Harel, Ron Meir, Manfred Opper Optimal Decoding of Dynamic Stimuli by Heterogeneous Populations of Spiking Neurons: A Closed-Form Approximation. Search on Bibsonomy Neural Computation The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Burak Çakmak, Manfred Opper Expectation Propagation for Approximate Inference: Free Probability Framework. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Florian Wenzel, Théo Galy-Fajou, Christian Donner, Marius Kloft, Manfred Opper Efficient Gaussian Process Classification Using Polya-Gamma Data Augmentation. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Christian Donner, Manfred Opper Efficient Bayesian Inference for a Gaussian Process Density Model. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Christian Donner, Manfred Opper Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Christian Donner, Manfred Opper Efficient Bayesian Inference for a Gaussian Process Density Model. Search on Bibsonomy UAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Burak Çakmak, Manfred Opper Expectation Propagation for Approximate Inference: Free Probability Framework. Search on Bibsonomy ISIT The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Manfred Opper An estimator for the relative entropy rate of path measures for stochastic differential equations. Search on Bibsonomy J. Comput. Physics The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Burak Çakmak, Manfred Opper, Ole Winther, Bernard H. Fleury Dynamical Functional Theory for Compressed Sensing. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Robert Bamler, Cheng Zhang 0005, Manfred Opper, Stephan Mandt Perturbative Black Box Variational Inference. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Burak Çakmak, Manfred Opper, Ole Winther, Bernard H. Fleury Dynamical functional theory for compressed sensing. Search on Bibsonomy ISIT The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Robert Bamler, Cheng Zhang 0005, Manfred Opper, Stephan Mandt Perturbative Black Box Variational Inference. Search on Bibsonomy NIPS The full citation details ... 2017 DBLP  BibTeX  RDF
1Gina Gruenhage, Manfred Opper, Simon Barthelmé Visualizing the effects of a changing distance on data using continuous embeddings. Search on Bibsonomy Computational Statistics & Data Analysis The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Burak Çakmak, Manfred Opper, Bernard H. Fleury, Ole Winther Self-Averaging Expectation Propagation. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Manfred Opper, Burak Çakmak, Ole Winther A Theory of Solving TAP Equations for Ising Models with General Invariant Random Matrices. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Yuval Harel, Ron Meir, Manfred Opper A Tractable Approximation to Optimal Point Process Filtering: Application to Neural Encoding. Search on Bibsonomy NIPS The full citation details ... 2015 DBLP  BibTeX  RDF
1Alex K. Susemihl, Ron Meir, Manfred Opper Optimal Population Codes for Control and Estimation. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Alex K. Susemihl, Ron Meir, Manfred Opper Optimal Neural Codes for Control and Estimation. Search on Bibsonomy NIPS The full citation details ... 2014 DBLP  BibTeX  RDF
1Florian Stimberg, Andreas Ruttor, Manfred Opper Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data. Search on Bibsonomy NIPS The full citation details ... 2014 DBLP  BibTeX  RDF
1Manfred Opper, Ulrich Paquet, Ole Winther Perturbative corrections for approximate inference in Gaussian latent variable models. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2013 DBLP  BibTeX  RDF
1Chris Häusler, Alex K. Susemihl, Martin P. Nawrot, Manfred Opper Temporal Autoencoding Improves Generative Models of Time Series. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Sven Wiethölter, Andreas Ruttor, Uwe Bergemann, Manfred Opper, Adam Wolisz DARA: Estimating the behavior of data rate adaptation algorithms in WLAN hotspots. Search on Bibsonomy INFOCOM The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Botond Cseke, Manfred Opper, Guido Sanguinetti Approximate inference in latent Gaussian-Markov models from continuous time observations. Search on Bibsonomy NIPS The full citation details ... 2013 DBLP  BibTeX  RDF
1Andreas Ruttor, Philipp Batz, Manfred Opper Approximate Gaussian process inference for the drift function in stochastic differential equations. Search on Bibsonomy NIPS The full citation details ... 2013 DBLP  BibTeX  RDF
1Hilbert J. Kappen, Vicenç Gómez, Manfred Opper Optimal Control as a Graphical Model Inference Problem. Search on Bibsonomy ICAPS The full citation details ... 2013 DBLP  BibTeX  RDF
1Florian Stimberg, Andreas Ruttor, Manfred Opper Bayesian Inference for Change Points in Dynamical Systems with Reusable States - a Chinese Restaurant Process Approach. Search on Bibsonomy AISTATS The full citation details ... 2012 DBLP  BibTeX  RDF
1Hilbert J. Kappen, Vicenç Gómez, Manfred Opper Optimal control as a graphical model inference problem. Search on Bibsonomy Machine Learning The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Fabiano Ribeiro, Manfred Opper Expectation Propagation with Factorizing Distributions: A Gaussian Approximation and Performance Results for Simple Models. Search on Bibsonomy Neural Computation The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Florian Stimberg, Manfred Opper, Guido Sanguinetti, Andreas Ruttor Inference in continuous-time change-point models. Search on Bibsonomy NIPS The full citation details ... 2011 DBLP  BibTeX  RDF
1Alex K. Susemihl, Ron Meir, Manfred Opper Analytical Results for the Error in Filtering of Gaussian Processes. Search on Bibsonomy NIPS The full citation details ... 2011 DBLP  BibTeX  RDF
1Steffen Grünewälder, Jean-Yves Audibert, Manfred Opper, John Shawe-Taylor Regret Bounds for Gaussian Process Bandit Problems. Search on Bibsonomy AISTATS The full citation details ... 2010 DBLP  BibTeX  RDF
1Andreas Ruttor, Manfred Opper Approximate parameter inference in a stochastic reaction-diffusion model. Search on Bibsonomy AISTATS The full citation details ... 2010 DBLP  BibTeX  RDF
1Michail D. Vrettas, Dan Cornford, Manfred Opper, Yuan Shen A new variational radial basis function approximation for inference in multivariate diffusions. Search on Bibsonomy Neurocomputing The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Manfred Opper, Guido Sanguinetti Learning combinatorial transcriptional dynamics from gene expression data. Search on Bibsonomy Bioinformatics The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Yuan Shen, Cédric Archambeau, Dan Cornford, Manfred Opper, John Shawe-Taylor, Remi Louis Barillec A Comparison of Variational and Markov Chain Monte Carlo Methods for Inference in Partially Observed Stochastic Dynamic Systems. Search on Bibsonomy Signal Processing Systems The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Michael Dewar, Visakan Kadirkamanathan, Manfred Opper, Guido Sanguinetti Parameter estimation and inference for stochastic reaction-diffusion systems: application to morphogenesis in D. melanogaster. Search on Bibsonomy BMC Systems Biology The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Manfred Opper, Andreas Ruttor, Guido Sanguinetti Approximate inference in continuous time Gaussian-Jump processes. Search on Bibsonomy NIPS The full citation details ... 2010 DBLP  BibTeX  RDF
1Ulrich Paquet, Ole Winther, Manfred Opper Perturbation Corrections in Approximate Inference: Mixture Modelling Applications. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2009 DBLP  BibTeX  RDF
1Manfred Opper, Cédric Archambeau The Variational Gaussian Approximation Revisited. Search on Bibsonomy Neural Computation The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Guido Sanguinetti, Andreas Ruttor, Manfred Opper, Cédric Archambeau Switching regulatory models of cellular stress response. Search on Bibsonomy Bioinformatics The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Bert Kappen, Vicenç Gómez, Manfred Opper Optimal control as a graphical model inference problem Search on Bibsonomy CoRR The full citation details ... 2009 DBLP  BibTeX  RDF
1Manfred Opper, Ulrich Paquet, Ole Winther Improving on Expectation Propagation. Search on Bibsonomy NIPS The full citation details ... 2008 DBLP  BibTeX  RDF
1Cédric Archambeau, Dan Cornford, Manfred Opper, John Shawe-Taylor Gaussian Process Approximations of Stochastic Differential Equations. Search on Bibsonomy Gaussian Processes in Practice The full citation details ... 2007 DBLP  BibTeX  RDF
1Cédric Archambeau, Manfred Opper, Yuan Shen, Dan Cornford, John Shawe-Taylor Variational Inference for Diffusion Processes. Search on Bibsonomy NIPS The full citation details ... 2007 DBLP  BibTeX  RDF
1Manfred Opper, Guido Sanguinetti Variational inference for Markov jump processes. Search on Bibsonomy NIPS The full citation details ... 2007 DBLP  BibTeX  RDF
1Manfred Opper, Ole Winther Expectation Consistent Approximate Inference. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2005 DBLP  BibTeX  RDF
1Manfred Opper An Approximate Inference Approach for the PCA Reconstruction Error. Search on Bibsonomy NIPS The full citation details ... 2005 DBLP  BibTeX  RDF
1Manfred Opper, Ole Winther Approximate Inference in Probabilistic Models. Search on Bibsonomy ALT The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
1Manfred Opper, Ole Winther Expectation Consistent Free Energies for Approximate Inference. Search on Bibsonomy NIPS The full citation details ... 2004 DBLP  BibTeX  RDF
1Dörthe Malzahn, Manfred Opper An Approximate Analytical Approach to Resampling Averages. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2003 DBLP  BibTeX  RDF
1Dörthe Malzahn, Manfred Opper Learning curves and bootstrap estimates for inference with Gaussian processes: A statistical mechanics study. Search on Bibsonomy Complexity The full citation details ... 2003 DBLP  DOI  BibTeX  RDF
1Lehel Csató, Manfred Opper, Ole Winther Tractable inference for probabilistic data models. Search on Bibsonomy Complexity The full citation details ... 2003 DBLP  DOI  BibTeX  RDF
1Dörthe Malzahn, Manfred Opper Approximate Analytical Bootstrap Averages for Support Vector Classifiers. Search on Bibsonomy NIPS The full citation details ... 2003 DBLP  BibTeX  RDF
1Manfred Opper, Ole Winther Variational Linear Response. Search on Bibsonomy NIPS The full citation details ... 2003 DBLP  BibTeX  RDF
1Yoav Freund, Manfred Opper Drifting Games and Brownian Motion. Search on Bibsonomy J. Comput. Syst. Sci. The full citation details ... 2002 DBLP  DOI  BibTeX  RDF
1Lehel Csató, Manfred Opper Sparse On-Line Gaussian Processes. Search on Bibsonomy Neural Computation The full citation details ... 2002 DBLP  DOI  BibTeX  RDF
1Robert D. Stewart, Iris Fermin, Manfred Opper Region growing with pulse-coupled neural networks: an alternative to seeded region growing. Search on Bibsonomy IEEE Trans. Neural Networks The full citation details ... 2002 DBLP  DOI  BibTeX  RDF
1Dörthe Malzahn, Manfred Opper A Statistical Mechanics Approach to Approximate Analytical Bootstrap Averages. Search on Bibsonomy NIPS The full citation details ... 2002 DBLP  BibTeX  RDF
1Manfred Opper, Robert Urbanczik Asymptotic Universality for Learning Curves of Support Vector Machines. (PDF / PS) Search on Bibsonomy NIPS The full citation details ... 2001 DBLP  BibTeX  RDF
1Lehel Csató, Manfred Opper, Ole Winther TAP Gibbs Free Energy, Belief Propagation and Sparsity. (PDF / PS) Search on Bibsonomy NIPS The full citation details ... 2001 DBLP  BibTeX  RDF
1Dörthe Malzahn, Manfred Opper A Variational Approach to Learning Curves. (PDF / PS) Search on Bibsonomy NIPS The full citation details ... 2001 DBLP  BibTeX  RDF
1Dörthe Malzahn, Manfred Opper Learning Curves for Gaussian Processes Models: Fluctuations and Universality. Search on Bibsonomy ICANN The full citation details ... 2001 DBLP  DOI  BibTeX  RDF
1Lehel Csató, Dan Cornford, Manfred Opper Online Approximations for Wind-Field Models. Search on Bibsonomy ICANN The full citation details ... 2001 DBLP  DOI  BibTeX  RDF
1Manfred Opper, Ole Winther Gaussian Processes for Classification: Mean-Field Algorithms. Search on Bibsonomy Neural Computation The full citation details ... 2000 DBLP  DOI  BibTeX  RDF
1Lehel Csató, Manfred Opper Sparse Representation for Gaussian Process Models. Search on Bibsonomy NIPS The full citation details ... 2000 DBLP  BibTeX  RDF
1Dörthe Malzahn, Manfred Opper Learning Curves for Gaussian Processes Regression: A Framework for Good Approximations. Search on Bibsonomy NIPS The full citation details ... 2000 DBLP  BibTeX  RDF
1Yoav Freund, Manfred Opper Continuous Drifting Games. Search on Bibsonomy COLT The full citation details ... 2000 DBLP  BibTeX  RDF
1Lehel Csató, Ernest Fokoué, Manfred Opper, Bernhard Schottky, Ole Winther Efficient Approaches to Gaussian Process Classification. Search on Bibsonomy NIPS The full citation details ... 1999 DBLP  BibTeX  RDF
1Giancarlo Ferrari-Trecate, Christopher K. I. Williams, Manfred Opper Finite-Dimensional Approximation of Gaussian Processes. Search on Bibsonomy NIPS The full citation details ... 1998 DBLP  BibTeX  RDF
1Manfred Opper, Ole Winther Mean Field Methods for Classification with Gaussian Processes. Search on Bibsonomy NIPS The full citation details ... 1998 DBLP  BibTeX  RDF
1Manfred Opper, Francesco Vivarelli General Bounds on Bayes Errors for Regression with Gaussian Processes. Search on Bibsonomy NIPS The full citation details ... 1998 DBLP  BibTeX  RDF
1David Haussler, Manfred Opper Metric Entropy and Minimax Risk in Classification. Search on Bibsonomy Structures in Logic and Computer Science The full citation details ... 1997 DBLP  DOI  BibTeX  RDF
1Siegfried Bös, Manfred Opper Dynamics of Training. Search on Bibsonomy NIPS The full citation details ... 1996 DBLP  BibTeX  RDF
1Manfred Opper, Ole Winther A Mean Field Algorithm for Bayes Learning in Large Feed-forward Neural Networks. Search on Bibsonomy NIPS The full citation details ... 1996 DBLP  BibTeX  RDF
1David Haussler, Manfred Opper General Bounds on the Mutual Information Between a Parameter and n Conditionally Independent Observations. Search on Bibsonomy COLT The full citation details ... 1995 DBLP  DOI  BibTeX  RDF
1H. Sebastian Seung, Manfred Opper, Haim Sompolinsky Query by Committee. Search on Bibsonomy COLT The full citation details ... 1992 DBLP  DOI  BibTeX  RDF
1David Haussler, Michael J. Kearns, Manfred Opper, Robert E. Schapire Estimating Average-Case Learning Curves Using Bayesian, Statistical Physics and VC Dimension Methods. Search on Bibsonomy NIPS The full citation details ... 1991 DBLP  BibTeX  RDF
1Manfred Opper, David Haussler Calculation of the Learning Curve of Bayes Optimal Classification Algorithm for Learning a Perceptron With Noise. Search on Bibsonomy COLT The full citation details ... 1991 DBLP  BibTeX  RDF
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