Lars K. Hansen
5 papers · 2006–2023 · 2 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (2) ๐ Academic Marathon (17) ๐ฃ Hot Topic Early Bird
๐ฃ
Hot Topic Early Bird
๐
Cross-Pollinator
(10)
๐
Renaissance Researcher
(5)
๐
Keyword Champion
๐
Trend Setter
๐
Conference Pioneer
Conferences
NIPS (4)
UAI (1)
Top co-authors
Keywords
gaussian process
(2)
fmri analysis
(1)
network modeling
(1)
dimensionality reduction
(1)
sparse recovery
(1)
bayesian nonparametrics
(1)
manifold learning
(1)
feature extraction
(1)
bayesian inference
(1)
sparse learning
(1)
density estimation
(1)
sparse representation
(1)
fmri data
(1)
maximum likelihood
(1)
mutual information
(1)
expectation propagation
(1)
sparse signal recovery
(1)
resting state fmri
(1)
sparse optimization
(1)
brain network analysis
(1)
Papers
On the role of model uncertainties in Bayesian optimisation
UAI 2023
A Locally Adaptive Normal Distribution
NIPS 2016
Bayesian Inference for Structured Spike and Slab Priors
NIPS 2014
Infinite Relational Modeling of Functional Connectivity in Resting State fMRI
NIPS 2010
Sparse Kernel Orthonormalized PLS for feature extraction in large data sets
NIPS 2006