Lars Kai Hansen
7 papers · 2006–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (18)
π
Cross-Pollinator
(9)
πΊοΈ
Taxonomy Completionist
(12)
π
Conference Pioneer
π
Trend Setter
Conferences
JMLR (3)
ICLR (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
gaussian process
(2)
sparse recovery
(1)
bayesian learning
(1)
blind source separation
(1)
principal component analysis
(1)
bayesian inference
(1)
structure learning
(1)
kernel principal component analysis
(1)
expectation maximization
(1)
maximum likelihood
(1)
expectation propagation
(1)
spike-and-slab prior
(1)
signal-to-noise ratio
(1)
biomarker discovery
(1)
generative model
(1)
probabilistic model
(1)
phase transition
(1)
state-space model
(1)
inverse problem
(1)
missing datum
(1)
Papers
Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners
ICLR 2024
Phase transition in PCA with missing data: Reduced signal-to-noise ratio, not sample size!
ICML 2019
Latent Space Oddity: on the Curvature of Deep Generative Models
ICLR 2018
Bayesian Structure Learning for Dynamic Brain Connectivity
AISTATS 2018
Bayesian Inference for Spatio-temporal Spike-and-Slab Priors
JMLR 2017
A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis
JMLR 2011
Linear State-Space Models for Blind Source Separation
JMLR 2006