Rafael Savvides

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Gaussian Process

Causal Structure

Conditional Independence

Scientific Discovery

Top Venues

Stat. Anal. Data Min.

Publications

Rafael Savvides, Hoang Phuc Hau Luu, Kai Puolamäki
Error bounds for any regression model using Gaussian processes with gradient information. AISTATS (2024)
Rafael Savvides, Andreas Henelius, Emilia Oikarinen, Kai Puolamäki
Visual Data Exploration as a Statistical Testing Procedure: Within-View and Between-View Multiple Comparisons. IEEE Trans. Vis. Comput. Graph. 29 (9) (2023)
Rafael Savvides, Jarmo Mäkelä, Kai Puolamäki
Model selection with bootstrap validation. Stat. Anal. Data Min. 16 (2) (2023)
Laila Melkas, Rafael Savvides, Suyog Chandramouli, Jarmo Mäkelä, Tuomo Nieminen, Ivan Mammarella, Kai Puolamäki
Interactive Causal Structure Discovery in Earth System Sciences. CoRR (2021)
Laila Melkas, Rafael Savvides, Suyog Chandramouli, Jarmo Mäkelä, Tuomo Nieminen, Ivan Mammarella, Kai Puolamäki
Interactive Causal Structure Discovery in Earth System Sciences. CD@KDD (2021)
Rafael Savvides, Andreas Henelius, Emilia Oikarinen, Kai Puolamäki
Significance of Patterns in Data Visualisations. KDD (2019)