Publications

Preprints

• Neural Non-Stationary Spectral Kernel
  • Sami Remes, Markus Heinonen, Samuel Kaski
  • Preprint at arXiv:1811.10978 [cs.LG]
  • Code at github.com/sremes/nssm-gp

Conferences and Workshops

• Non-Stationary Spectral Kernels
  • Sami Remes, Markus Heinonen, Samuel Kaski
  • Published at NIPS 2017
  • [proceedings] [arXiv preprint] [code]
• A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings
  • Sami Remes, Markus Heinonen, Samuel Kaski
  • Published at ACML 2017
  • [proceedings] [arXiv preprint] [code]
• Classification of weak multi-view signals by sharing factors in a mixture of Bayesian group factor analyzers
  • Sami Remes, Tommi Mononen, Samuel Kaski
  • In MLINI 2015 – 5th NIPS Workshop on Machine Learning and Interpretation in Neuroimaging, 2015.
  • [preprint] [workshop] [proceedings] [code]
• Characterizing unknown events in MEG data with group factor analysis
  • Sami Remes, Arto Klami, Samuel Kaski
  • In Proceedings of the 3rd NIPS Workshop on Machine Learning and Interpretation in Neuroimaging 2013, 2013.
  • [pdf] [poster] [workshop site]