Anton Björklund

Publication Activity (10 Years)

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

Top Topics

Scatter Matrices

Multidimensional Data

Robust Regression

Top Venues

Publications

Anton Björklund, Lauri Seppäläinen, Kai Puolamäki
SLIPMAP: Fast and Robust Manifold Visualisation for Explainable AI. IDA (2) (2024)
Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki
Explaining any black box model using real data. Frontiers Comput. Sci. 5 (2023)
Akihiro Tanaka, Juniper Tyree, Anton Björklund, Jarmo Mäkelä, Kai Puolamäki
χiplot: Web-First Visualisation Platform for Multidimensional Data. ECML/PKDD (7) (2023)
Lauri Seppäläinen, Anton Björklund, Vitus Besel, Kai Puolamäki
Using Slisemap to interpret physical data. CoRR (2023)
Anton Björklund, Jarmo Mäkelä, Kai Puolamäki
SLISEMAP: supervised dimensionality reduction through local explanations. Mach. Learn. 112 (1) (2023)
Akihiro Tanaka, Juniper Tyree, Anton Björklund, Jarmo Mäkelä, Kai Puolamäki
χiplot: web-first visualisation platform for multidimensional data. CoRR (2023)
Anton Björklund, Jarmo Mäkelä, Kai Puolamäki
SLISEMAP: Combining Supervised Dimensionality Reduction with Local Explanations. ECML/PKDD (6) (2022)
Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki
Robust regression via error tolerance. Data Min. Knowl. Discov. 36 (2) (2022)
Anton Björklund, Jarmo Mäkelä, Kai Puolamäki
SLISEMAP: Explainable Dimensionality Reduction. CoRR (2022)
Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki
Sparse Robust Regression for Explaining Classifiers. DS (2019)