Carl Henrik Ek
16 papers
· 2010–2025
· 7 conferences
· across top CS/AI conferences
Achievements
π
Renaissance Researcher
(7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(24)
π
Conference Polyglot
(7)
π£
Hot Topic Early Bird
π
Academic Marathon
(15)
π§
Keyword Pioneer
π
Cross-Pollinator
(11)
π₯
Unstoppable
(8)
π
Century Club
(16)
π
Conference Pioneer
π
Trend Setter
ποΈ
Keyword Collector
(59)
Conferences
AISTATS (5)
ICML (3)
NIPS (3)
ICLR (2)
JMLR (1)
MLHC (1)
UAI (1)
Top co-authors
Keywords
gaussian process
(8)
variational inference
(6)
latent variable model
(3)
bayesian inference
(3)
uncertainty quantification
(2)
multi-view learning
(2)
bayesian nonparametric
(2)
deep gaussian process
(2)
multimodal learning
(1)
sequential decision making
(1)
approximate inference
(1)
medical imaging
(1)
multi-task learning
(1)
posterior sampling
(1)
gaussian processes
(1)
image generation
(1)
time series
(1)
laplace approximation
(1)
diffusion process
(1)
posterior distribution
(1)
Papers
Aligned Multi-Task Gaussian Process
AISTATS 2022
Monotonic Gaussian Process Flows
AISTATS 2020
Gaussian Process Latent Variable Alignment Learning
AISTATS 2019
Factorized Orthogonal Latent Spaces
AISTATS 2010