Heli Julkunen

Doctoral Researcher
Doctoral Researcher
T313 Dept. Computer Science
Full researcher profile


Leveraging multi-way interactions for systematic prediction of pre-clinical drug combination effects

Heli Julkunen, Anna Cichonska, Prson Gautam, Sandor Szedmak, Jane Douat, Tapio Pahikkala, Tero Aittokallio, Juho Rousu 2020 Nature Communications

A Solution for Large Scale Nonlinear Regression with High Rank and Degree at Constant Memory Complexity via Latent Tensor Reconstruction

Sandor Szedmak, Anna Cichonska, Heli Julkunen, Tapio Pahikkala, Juho Rousu 2020 arXiv.org

Learning with multiple pairwise kernels for drug bioactivity prediction

Anna Cichonska, Tapio Pahikkala, Sandor Szedmak, Heli Julkunen, Antti Airola, Markus Heinonen, Tero Aittokallio, Juho Rousu 2018 Bioinformatics