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Tommi Mononen
ORCID
Publication Activity (10 Years)
Years Active: 2007-2021
Publications (10 Years): 3
Top Topics
Bayesian Learning
Bayesian Information Criterion
Latent Variable Models
Speaker Diarization
Top Venues
PLoS Comput. Biol.
J. Mach. Learn. Res.
Stat. Comput.
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Publications
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Teemu Kuosmanen
,
Johannes Cairns
,
Robert Noble
,
Niko Beerenwinkel
,
Tommi Mononen
,
Ville Mustonen
Drug-induced resistance evolution necessitates less aggressive treatment.
PLoS Comput. Biol.
17 (9) (2021)
Jani V. Anttila
,
Mikhail Shubin
,
Johannes Cairns
,
Florian Borse
,
Qingli Guo
,
Tommi Mononen
,
Ignacio Vázquez-García
,
Otto Pulkkinen
,
Ville Mustonen
Contrasting the impact of cytotoxic and cytostatic drug therapies on tumour progression.
PLoS Comput. Biol.
15 (11) (2019)
Aki Vehtari
,
Tommi Mononen
,
Ville Tolvanen
,
Tuomas Sivula
,
Ole Winther
Bayesian Leave-One-Out Cross-Validation Approximations for Gaussian Latent Variable Models.
J. Mach. Learn. Res.
17 (2016)
Tommi Mononen
A case study of the widely applicable Bayesian information criterion and its optimality.
Stat. Comput.
25 (5) (2015)
Tommi Mononen
,
Petri Myllymäki
On the Multinomial Stochastic Complexity and its Connection to the Birthday Problem.
ITSL
(2008)
Tommi Mononen
,
Petri Myllymäki
Computing the NML for Bayesian forests via matrices and generating polynomials.
ITW
(2008)
Tommi Mononen
,
Petri Myllymäki
Fast NML Computation for Naive Bayes Models.
Discovery Science
(2007)