Janne Leppä-aho

Publication Activity (10 Years)

Years Active: 2016-2018
Publications (10 Years): 8

Top Topics

Dense Motion Estimation

Markov Networks

Gaussian Graphical Models

Structured Output

Top Venues

Int. J. Approx. Reason.

Publications

Tomi Silander, Janne Leppä-aho, Elias Jääsaari, Teemu Roos
Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian Network Structures. AISTATS (2018)
Janne Leppä-aho, Santeri Räisänen, Xiao Yang, Teemu Roos
Learning Non-parametric Markov Networks with Mutual Information. PGM (2018)
Elias Jääsaari, Janne Leppä-aho, Tomi Silander, Teemu Roos
Minimax Optimal Bayes Mixtures for Memoryless Sources over Large Alphabets. ALT (2018)
Janne Leppä-aho, Santeri Räisänen, Xiao Yang, Teemu Roos
Learning non-parametric Markov networks with mutual information. CoRR (2017)
Janne Leppä-aho, Johan Pensar, Teemu Roos, Jukka Corander
Learning Gaussian graphical models with fractional marginal pseudo-likelihood. Int. J. Approx. Reason. 83 (2017)
Janne Leppä-aho, Johan Pensar, Teemu Roos, Jukka Corander
Learning Gaussian Graphical Models With Fractional Marginal Pseudo-likelihood. CoRR (2016)
Otte Heinävaara, Janne Leppä-aho, Jukka Corander, Antti Honkela
On the inconsistency of ℓ 1-penalised sparse precision matrix estimation. BMC Bioinform. 17 (S-16) (2016)
Otte Heinävaara, Janne Leppä-aho, Jukka Corander, Antti Honkela
-penalised sparse precision matrix estimation. CoRR (2016)