54 citations · 57 across the 2 of their papers we have counts for
3 papers
cs.CV2025
A multi-modal dataset for insect biodiversity with imagery and DNA at the trap and individual level
Johanna Orsholm, John Quinto, Hannu Autto +26
Insects comprise millions of species, many experiencing severe population declines under environmental and habitat changes. High-throughput approaches are crucial for accelerating…
stat.ML2015★ 3 cited
Classification of weak multi-view signals by sharing factors in a mixture of Bayesian group factor analyzers
Sami Remes, Tommi Mononen, Samuel Kaski
We propose a novel classification model for weak signal data, building upon a recent model for Bayesian multi-view learning, Group Factor Analysis (GFA). Instead of assuming all da…
stat.CO2014★ 54 cited
Bayesian leave-one-out cross-validation approximations for Gaussian latent variable models
Aki Vehtari, Tommi Mononen, Ville Tolvanen +2
The future predictive performance of a Bayesian model can be estimated using Bayesian cross-validation. In this article, we consider Gaussian latent variable models where the integ…