Ville Tanskanen

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Gaussian Process

Top Venues

Trans. Mach. Learn. Res.

Publications

Ville Tanskanen, Chang Rajani, Perttu Hämäläinen, Christian Guckelsberger, Arto Klami
Contextual Policies Enable Efficient and Interpretable Inverse Reinforcement Learning for Populations. Trans. Mach. Learn. Res. 2024 (2024)
Aurélien Nioche, Ville Tanskanen, Marcelo Hartmann, Arto Klami
Transformed Gaussian Processes for Characterizing a Model's Discrepancy. ACML (2023)
Aini Putkonen, Aurélien Nioche, Ville Tanskanen, Arto Klami, Antti Oulasvirta
How Suitable Is Your Naturalistic Dataset for Theory-based User Modeling? UMAP (2022)
Ville Tanskanen, Chang Rajani, Homayun Afrabandpey, Aini Putkonen, Aurélien Nioche, Arto Klami
Modeling Risky Choices in Unknown Environments. ACML (2021)
Ville Tanskanen, Krista Longi, Arto Klami
Non-Linearities in Gaussian Processes with Integral Observations. MLSP (2020)