Manfred Opper
27 papers · 1997–2024 · 7 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 10 separate collaboration groups - the largest holds only 30% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Manfred Opper?
6 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Andreas Ruttor, Guido Sanguinetti, Florian Stimberg
8 papers
· 2007–2014
· NeurIPS, AISTATS
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Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data
NeurIPS 2014
Approximate Gaussian process inference for the drift function in stochastic differential equations
NeurIPS 2013
Approximate inference in latent Gaussian-Markov models from continuous time observations
NeurIPS 2013
Bayesian Inference for Change Points in Dynamical Systems with Reusable States - a Chinese Restaurant Process Approach
AISTATS 2012
Inference in continuous-time change-point models
NeurIPS 2011
Approximate inference in continuous time Gaussian-Jump processes
NeurIPS 2010
Approximate parameter inference in a stochastic reaction-diffusion model
AISTATS 2010
Variational inference for Markov jump processes
NeurIPS 2007
4 papers whose co-authors appear nowhere else under this name
Bridging discrete and continuous state spaces: Exploring the Ehrenfest process in time-continuous diffusion models
ICML 2024
Perturbative Black Box Variational Inference
NeurIPS 2017
Regret Bounds for Gaussian Process Bandit Problems
AISTATS 2010
An Approximate Analytical Approach to Resampling Averages
JMLR 2003