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 Florian Wenzel, Théo Galy-Fajou, Christian Donner
4 papers
· 2018–2020
· AISTATS, AAAI, UAI
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Automated Augmented Conjugate Inference for Non-conjugate Gaussian Process Models
AISTATS 2020
Efficient Gaussian Process Classification Using Pólya-Gamma Data Augmentation
AAAI 2019
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation
UAI 2019
Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes
JMLR 2018
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