Aapo Hyvärinen
39 papers
· 2005–2025
· 6 conferences
· across top CS/AI conferences
Achievements
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(20)
🗺️
Taxonomy Completionist
(19)
🐝
Cross-Pollinator
(10)
🌉
Interdisciplinary Bridge
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(8)
🧭
Keyword Pioneer
🌟
Keyword Trendsetter Combo
(6)
🔬
Deep Specialist
(17)
🏆
Keyword Champion
(6)
🗃️
Keyword Collector
(67)
🚀
Conference Pioneer
📈
Trend Setter
⚡
Prolific Year
(6)
💎
Century Club
(39)
🔥
Unstoppable
(10)
Conferences
AISTATS (10)
JMLR (9)
NIPS (9)
UAI (5)
ACML (3)
ICML (3)
Top co-authors
Keywords
independent component analysis
(14)
causal discovery
(7)
density estimation
(5)
nonlinear ica
(5)
contrastive learning
(5)
representation learning
(4)
noise-contrastive estimation
(4)
structural equation model
(3)
unsupervised learning
(3)
score matching
(3)
causal inference
(3)
variational inference
(3)
logistic regression
(3)
nonlinear independent component analysis
(3)
unnormalized model
(3)
probabilistic modeling
(3)
probabilistic model
(2)
partition function
(2)
probability density
(2)
parameter estimation
(2)
Papers
Causal Autoregressive Flows
AISTATS 2021
Estimation of Non-Normalized Mixture Models
AISTATS 2019
Neural Empirical Bayes
JMLR 2019