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News

16.5.2012

Dr. Simon Rogers from University of Glasgow will be working with the group as a Visiting Professor for the month of August.

5.5.2012

Pekka Marttinen is awarded a three-year Postdoctoral Researcher grant from the Academy of Finland. Congrats, Pekka!

24.4.2012

Prof. Samuel Kaski was elected as a new chairman of the board of CSC - IT Center for Science. For details, see the news item at the CSC website.

21.4.2012

Seppo Virtanen presented Bayesian group factor analysis at AISTATS 2012.

26.4.2012

Ali Faisal presents Sparse Nonparametric Topic Model for Transfer Learning at ESANN 2012.

20.4.2012

José Caldas defends his doctoral thesis, titled Graphical Models for Biclustering and Information Retrieval in Gene Expression Data. The opponent is Prof. Eric Xing from Carnegie Mellon University. Good luck, Zé!

20.3.2012

We are hiring a post-doc to work on the topic "Machine learning in human computer interaction". Also other topics are available in the department. Apply by 2nd of April!

13.3.2012

Dr. Johan Rung from EBI (UK) visits the group from 13th to 15th March.

6.2.2012

Apply to HIIT and ICS summer jobs! The call is closing today.

3.2.2012

We are hiring post-doctoral researchers. Apply by February 29th!

23.1.2012

The group has open positions for summer interns! Our topics are:

  • Machine learning for Information Visualization
  • Modeling of Brain Response to Natural Stimuli
  • Multi-Source Machine Learning
  • Multi-Source Modeling for Molecular Medicine
  • Proactive Information Retrieval and Multimodal Interfaces
Apply by February 6th!

17.1.2012

Konstantinos Georgatzis joins the group as a doctoral student. Welcome!

2.1.2012

Pekka Marttinen joins the group as a post-doc. Welcome!

19.12.2011

New research positions open:

12.12.2011

The group is present at NIPS 2011:

Earlier News

Statistical Machine Learning and Bioinformatics Group

We develop new methods for machine learning, computational inference, and probabilistic modeling. Our current research focus is on learning from multiple data sources, including multi-view learning, multi-task learning, and multi-way learning. Furthermore, we work on information visualization and retrieval. Our primary application areas are computational systems biology and medicine, proactive information retrieval and multimodal interfaces, as well as brain signal analysis and neuroinformatics.

The research group is led by Prof. Samuel Kaski and is part of

We are members of

Personnel

Researchers


Samuel 
Kaski
Samuel Kaski
Professor, PI

Jaakko Peltonen
Jaakko Peltonen
Academy Research Fellow, PI

Elisabeth Georgii
Elisabeth Georgii
Postdoc

Mehmet Gönen
Mehmet Gönen
Postdoc

Arto Klami
Arto Klami
Postdoc

Pekka Marttinen
Pekka Marttinen
Postdoc

Sohan Seth
Sohan Seth
Postdoc

Doctoral Students


Antti Ajanki
Antti Ajanki

Ali Faisal
Ali Faisal

Konstantinos Georgatzis
Konstantinos Georgatzis

Jussi Gillberg
Jussi Gillberg

Ilkka Huopaniemi
Ilkka Huopaniemi

Mel\
ih Kandemir
Melih Kandemir

Suleiman Ali Khan
Suleiman Ali Khan

Kristian Nybo
Kristian Nybo

Juuso Parkkinen
Juuso Parkkinen

Tommi Suvitaival
Tommi Suvitaival

Jaakko Viinikanoja
Jaakko Viinikanoja

Seppo Virtanen
Seppo Virtanen

Master's and Bachelor's Students


Muhammad Ammad ud din
Muhammad Ammad ud din

Eemeli Leppäaho
Eemeli Leppäaho

Chiwei Wang
Chiwei Wang

Alumni (Doctors, Postdocs)

Visitors and Former Students

Helena Aidos, Sourangshu Bhattacharya, Sounak Chakraborty, Nils Gehlenborg, Andrey Ermolov, Bahman Khanloo, László Kozma, Alba Martinez-Ruiz, Pejman Mohammadi, Maija Nevala, Maria Osmala, Abhishek Tripathi, Yusuf Yaslan, Indrė Žliobaitė

Jobs

For positions in the group, please follow the job advertisements at

Exceptionally good applicants are always welcome to apply – contact Prof. Samuel Kaski or one of the postdocs.

Journal Club

Meetings are held every Monday between 14:15 and 15:00 in room A328. We discuss recent papers on machine learning or bioinformatics topics. The list of articles can be found here.