Lars K. Hansen
5 papers · 2006–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird
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Keyword Champion
🚀
Conference Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Bayesian & Probabilistic · Machine Learning
(3)
Core Methods
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Clinical
(1)
Mathematics
(1)
Optimization
(1)
Research
(1)
Science
(1)
Keywords
gaussian process
(2)
network modeling
(1)
maximum entropy
(1)
sparse recovery
(1)
bayesian nonparametrics
(1)
manifold learning
(1)
dimensionality reduction
(1)
feature extraction
(1)
bayesian inference
(1)
sparse learning
(1)
density estimation
(1)
em algorithm
(1)
sparse representation
(1)
maximum likelihood
(1)
fmri analysis
(1)
mutual information
(1)
expectation propagation
(1)
spike-and-slab prior
(1)
multivariate analysis
(1)
functional connectivity
(1)
Papers
On the role of model uncertainties in Bayesian optimisation
UAI 2023
A Locally Adaptive Normal Distribution
NeurIPS 2016
Bayesian Inference for Structured Spike and Slab Priors
NeurIPS 2014
Infinite Relational Modeling of Functional Connectivity in Resting State fMRI
NeurIPS 2010
Sparse Kernel Orthonormalized PLS for feature extraction in large data sets
NeurIPS 2006