Samuel Kaski

Affiliations

Department of Computer Science, Helsinki Institute for Information Technology HIIT, Aalto University, Helsinki, Finland.

Publications (11)

Discovering heritable modes of MEG spectral power.

Human brain mapping

Avec: Eemeli Leppäaho , Hanna Renvall , Elina Salmela , Juha Kere , Riitta Salmelin , Samuel Kaski

DIVERSE: Bayesian Data IntegratiVE Learning for Precise Drug ResponSE Prediction.

IEEE/ACM transactions on computational biology and bioinformatics

Avec: Betul Guvenc Paltun , Samuel Kaski , Hiroshi Mamitsuka

Modeling needs user modeling.

Frontiers in artificial intelligence

Avec: Mustafa Mert Çelikok , Pierre-Alexandre Murena , Samuel Kaski

Collaborative learning from distributed data with differentially private synthetic data.

BMC medical informatics and decision making

Avec: Lukas Prediger , Joonas Jälkö , Antti Honkela , Samuel Kaski

Representation transfer for differentially private drug sensitivity prediction.

Bioinformatics (Oxford, England)

Avec: Teppo Niinimäki , Mikko A Heikkilä , Antti Honkela , Samuel Kaski

Block HSIC Lasso: model-free biomarker detection for ultra-high dimensional data.

Bioinformatics (Oxford, England)

Avec: Héctor Climente-González , Chloé-Agathe Azencott , Samuel Kaski , Makoto Yamada

Bayesian metabolic flux analysis reveals intracellular flux couplings.

Bioinformatics (Oxford, England)

Avec: Markus Heinonen , Maria Osmala , Henrik Mannerström , Janne Wallenius , Samuel Kaski , Juho Rousu , Harri Lähdesmäki

Modelling G×E with historical weather information improves genomic prediction in new environments.

Bioinformatics (Oxford, England)

Avec: Jussi Gillberg , Pekka Marttinen , Hiroshi Mamitsuka , Samuel Kaski

Machine learning approaches for drug combination therapies.

Briefings in bioinformatics

Avec: Betül Güvenç Paltun , Samuel Kaski , Hiroshi Mamitsuka

Metis: a python-based user interface to collect expert feedback for generative chemistry models.

Journal of cheminformatics

Avec: Janosch Menke , Yasmine Nahal , Esben Jannik Bjerrum , Mikhail Kabeshov , Samuel Kaski , Ola Engkvist

HAPNEST: efficient, large-scale generation and evaluation of synthetic datasets for genotypes and phenotypes.

Bioinformatics (Oxford, England)

Avec: Sophie Wharrie , Zhiyu Yang , Vishnu Raj , Remo Monti , Rahul Gupta , Ying Wang , Alicia Martin , Luke J O'Connor , Samuel Kaski , Pekka Marttinen , Pier Francesco Palamara , Christoph Lippert , Andrea Ganna

Réseau de co-auteurs

Hiroshi Mamitsuka 3 collaborations

Antti Honkela 2 collaborations

Pekka Marttinen 2 collaborations

Eemeli Leppäaho 1 collaboration

Hanna Renvall 1 collaboration

Elina Salmela 1 collaboration

Juha Kere 1 collaboration

Riitta Salmelin 1 collaboration

Betul Guvenc Paltun 1 collaboration

Mustafa Mert Çelikok 1 collaboration

Pierre-Alexandre Murena 1 collaboration

Lukas Prediger 1 collaboration

Joonas Jälkö 1 collaboration

Teppo Niinimäki 1 collaboration

Mikko A Heikkilä 1 collaboration

Héctor Climente-González 1 collaboration

Chloé-Agathe Azencott 1 collaboration

Makoto Yamada 1 collaboration

Markus Heinonen 1 collaboration

Maria Osmala 1 collaboration

Henrik Mannerström 1 collaboration

Janne Wallenius 1 collaboration

Juho Rousu 1 collaboration

Harri Lähdesmäki 1 collaboration

Jussi Gillberg 1 collaboration

Betül Güvenç Paltun 1 collaboration

Janosch Menke 1 collaboration

Yasmine Nahal 1 collaboration

Esben Jannik Bjerrum 1 collaboration

Mikhail Kabeshov 1 collaboration

Ola Engkvist 1 collaboration

Sophie Wharrie 1 collaboration

Zhiyu Yang 1 collaboration

Vishnu Raj 1 collaboration

Remo Monti 1 collaboration

Rahul Gupta 1 collaboration

Ying Wang 1 collaboration

Alicia Martin 1 collaboration

Luke J O'Connor 1 collaboration

Pier Francesco Palamara 1 collaboration

Christoph Lippert 1 collaboration

Andrea Ganna 1 collaboration