Tommi Mononen

According to our database, Tommi Mononen authored at least 7 papers between 2007 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Drug-induced resistance evolution necessitates less aggressive treatment.

Teemu Kuosmanen, Johannes Cairns, Robert Noble, Niko Beerenwinkel, Tommi Mononen, Ville Mustonen

PLoS Comput. Biol., 2021

2019

Contrasting the impact of cytotoxic and cytostatic drug therapies on tumour progression.

Jani V. Anttila, Mikhail Shubin, Johannes Cairns, Florian Borse, Qingli Guo, Tommi Mononen, Ignacio Vázquez-García, Otto Pulkkinen, Ville Mustonen

PLoS Comput. Biol., 2019

2016

Bayesian Leave-One-Out Cross-Validation Approximations for Gaussian Latent Variable Models.

Aki Vehtari, Tommi Mononen, Ville Tolvanen, Tuomas Sivula, Ole Winther

J. Mach. Learn. Res., 2016

2015

A case study of the widely applicable Bayesian information criterion and its optimality.

Tommi Mononen

Stat. Comput., 2015

2008

Computing the NML for Bayesian forests via matrices and generating polynomials.

Tommi Mononen, Petri Myllymäki

Proceedings of the 2008 IEEE Information Theory Workshop, 2008

On the Multinomial Stochastic Complexity and its Connection to the Birthday Problem.

Tommi Mononen, Petri Myllymäki

Proceedings of the 2008 International Conference on Information Theory and Statistical Learning, 2008

2007

Fast NML Computation for Naive Bayes Models.

Tommi Mononen, Petri Myllymäki

Proceedings of the Discovery Science, 10th International Conference, 2007