Sami Remes

Doctoral Student, M.Sc. (Tech.)

Office:

Room T-A342 in Computer Science Building,
Konemiehentie 2, Otaniemi campus area, Espoo

Postal Address:

Aalto University School of Science,
Department of Computer Science,
P.O. Box 15400, FI-00076 Aalto, Finland

Email:

sami.remes@aalto.fi

Phone:

+358 40 8655165

Publications

Conferences and Workshops

• Non-Stationary Spectral Kernels
  Sami Remes, Markus Heinonen, Samuel Kaski
  Accepted to NIPS 2017
  [arXiv preprint] [code]
• A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings
  Sami Remes, Markus Heinonen, Samuel Kaski
  Accepted to ACML 2017
  [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]

Teaching

• Teaching Assistant on T-61.5140 Machine Learning: Advanced Probabilistic Methods (2015, 2016, 2017)
• Instructed four BSc theses on topics related machine learning and brain computer interfaces (2014, 2015, 2016, 2017)