Oliver Stegle
4 papers · 2010–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (17) 🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🌍
Conference Polyglot
(2)
🏃
Academic Marathon
(14)
🏆
Keyword Champion
(2)
📈
Trend Setter
Conferences
NIPS (3)
CLEAR (1)
Top co-authors
Keywords
bayesian inference
(2)
kronecker product
(2)
causal discovery
(2)
bayesian model selection
(1)
parameter inference
(1)
sparse inverse covariance
(1)
cause-effect discovery
(1)
cause-effect inference
(1)
matrix-variate gaussian
(1)
biological network reconstruction
(1)
confounding covariance
(1)
inverse covariance estimation
(1)
kronecker product structure
(1)
multi-task gaussian process
(1)
structured residuals
(1)
phenotype prediction
(1)
graphical model
(1)
causal effect
(1)
sparse graphical model
(1)
stochastic dynamical system
(1)
Papers
Bicycle: Intervention-Based Causal Discovery with Cycles
CLEAR 2024
It is all in the noise: Efficient multi-task Gaussian process inference with structured residuals
NIPS 2013
Efficient inference in matrix-variate Gaussian models with \iid observation noise
NIPS 2011
Probabilistic latent variable models for distinguishing between cause and effect
NIPS 2010