Aapo Hyvärinen
39 papers · 2005–2025 · 6 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 13 separate collaboration groups - the largest holds only 26% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Aapo Hyvärinen?
6 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Alexandre Gramfort, Omar Chehab, Luigi Gresele
6 papers
· 2020–2025
· NeurIPS, ICML, UAI
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with Kun Zhang, Shohei Shimizu, Patrik O. Hoyer
4 papers
· 2010–2019
· JMLR, UAI, ACML
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Causal Discovery with General Non-Linear Relationships using Non-Linear ICA
UAI 2019
A General Linear Non-Gaussian State-Space Model: Identifiability, Identification, and Applications
ACML 2011
DirectLiNGAM: A Direct Method for Learning a Linear Non-Gaussian Structural Equation Model
JMLR 2011
Estimation of a Structural Vector Autoregression Model Using Non-Gaussianity
JMLR 2010
7 papers whose co-authors appear nowhere else under this name
Binary independent component analysis: a non-stationarity-based approach
UAI 2022
Neural Empirical Bayes
JMLR 2019
Density Estimation in Infinite Dimensional Exponential Families
JMLR 2017
Pairwise Likelihood Ratios for Estimation of Non-Gaussian Structural Equation Models
JMLR 2013
Pairwise Measures of Causal Direction in Linear Non-Gaussian Acyclic Models
ACML 2010
Emergence of conjunctive visual features by quadratic independent component analysis
NeurIPS 2006
Estimation of Non-Normalized Statistical Models by Score Matching
JMLR 2005