Tommi Mononen

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.

Publications

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)