Manfred Opper

Available identifiers

zbMath Open opper.manfredWikidataQ45421828 ScholiaQ45421828MaRDI QIDQ420938

List of research outcomes

Publication	Date of Publication	Type
Variational Inference for Stochastic Differential Equations	2023-11-02	Paper
Analysis of Bayesian inference algorithms by the dynamical functional approach	2023-01-17	Paper
GP-ETAS: semiparametric Bayesian inference for the spatio-temporal epidemic type aftershock sequence model	2022-04-21	Paper
Optimal Decoding of Dynamic Stimuli by Heterogeneous Populations of Spiking Neurons: A Closed-Form Approximation	2021-10-12	Paper
A dynamical mean-field theory for learning in restricted Boltzmann machines	2021-04-01	Paper
Tightening bounds for variational inference by revisiting perturbation theory	2021-03-16	Paper
Dynamic state estimation based on Poisson spike trains—towards a theory of optimal encoding	2020-08-11	Paper
Inferring hidden states in a random kinetic Ising model: replica analysis	2020-08-11	Paper
Learning of couplings for random asymmetric kinetic Ising models revisited: random correlation matrices and learning curves	2020-08-11	Paper
Variational estimation of the drift for stochastic differential equations from the empirical density	2020-08-11	Paper
A statistical physics approach to learning curves for the inverse Ising problem	2020-08-11	Paper
https://portal.mardi4nfdi.de/entity/Q4614106	2019-01-30	Paper
Visualizing the effects of a changing distance on data using continuous embeddings	2018-08-15	Paper
An estimator for the relative entropy rate of path measures for stochastic differential equations	2018-01-25	Paper
Expectation propagation for continuous time stochastic processes	2017-02-08	Paper
Variational perturbation and extended Plefka approaches to dynamics on random networks: the case of the kinetic Ising model	2016-11-24	Paper
Extended Plefka expansion for stochastic dynamics	2016-08-10	Paper
A theory of solving TAP equations for Ising models with general invariant random matrices	2016-08-03	Paper
Expectation propagation	2016-07-29	Paper
Variational Markov chain Monte Carlo for Bayesian smoothing of non-linear diffusions	2015-01-30	Paper
https://portal.mardi4nfdi.de/entity/Q2933917	2014-12-08	Paper
Optimal control as a graphical model inference problem	2012-05-23	Paper
https://portal.mardi4nfdi.de/entity/Q2880925	2012-04-17	Paper
Estimating parameters in stochastic systems: A variational Bayesian approach	2011-12-28	Paper
https://portal.mardi4nfdi.de/entity/Q3093334	2011-10-12	Paper
Expectation Propagation with Factorizing Distributions: A Gaussian Approximation and Performance Results for Simple Models	2011-07-29	Paper
The Variational Gaussian Approximation Revisited	2009-03-12	Paper
Algorithmic Learning Theory	2005-08-18	Paper
10.1162/1532443041827899	2004-11-05	Paper
Bayesian Analysis of the Scatterometer Wind Retrieval Inverse Problem: Some New Approaches	2004-09-24	Paper
https://portal.mardi4nfdi.de/entity/Q4787373	2003-01-06	Paper
https://portal.mardi4nfdi.de/entity/Q4783897	2002-12-09	Paper
Drifting games and Brownian motion	2002-07-04	Paper
Sparse On-Line Gaussian Processes	2002-06-30	Paper
Support vector machines learning noisy polynomial rules	2002-01-06	Paper
Probabilistic data modelling with adaptive TAP mean-field theory	2002-01-06	Paper
https://portal.mardi4nfdi.de/entity/Q2736595	2001-09-11	Paper
https://portal.mardi4nfdi.de/entity/Q4762641	2001-02-22	Paper
Generalization performance of Bayes optimal classification algorithm for learning a perceptron	2000-07-16	Paper
New method for studying the dynamics of disordered spin systems without finite-size effects	2000-07-16	Paper
https://portal.mardi4nfdi.de/entity/Q4247216	2000-04-06	Paper
Statistical mechanics of learning in the presence of outliers	1999-12-06	Paper
Mutual information, metric entropy and cumulative relative entropy risk	1999-09-21	Paper
https://portal.mardi4nfdi.de/entity/Q4258157	1999-09-01	Paper
Selection of examples for a linear classifier	1999-06-09	Paper
On the relaxation of infinite-range spin glasses	1997-11-09	Paper
Maximal stability in unsupervised learning	1996-05-28	Paper
Exact solution to a toy random field model	1994-12-12	Paper
The effect of correlations in neural networks	1994-06-02	Paper
https://portal.mardi4nfdi.de/entity/Q4285525	1994-05-25	Paper
https://portal.mardi4nfdi.de/entity/Q4027093	1993-02-21	Paper
Parallel dynamics of the neural network with the pseudoinverse coupling matrix	1992-06-25	Paper
Solution of a random chain problem: an approach using canonical variables of an integrable system	1986-01-01	Paper

Research outcomes over time

Doctoral students

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This page was built for person: Manfred Opper