Anton Björklund

14 papers A 1B 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Efficient Preimage Approximation for Neural Network Certification.
CoRR
Anton Björklund, Mykola Zaitsev, Marta Kwiatkowska
2025 A conf
GRADSTOP: Early Stopping of Gradient Descent via Posterior Sampling.
ECAI
Arash Jamshidi, Lauri Seppäläinen, Katsiaryna Haitsiukevich, Hoang Phuc Hau Luu, Anton Björklund, Kai Puolamäki
2025 J jnl
GRADSTOP: Early Stopping of Gradient Descent via Posterior Sampling.
CoRR
Arash Jamshidi, Lauri Seppäläinen, Katsiaryna Haitsiukevich, Hoang Phuc Hau Luu, Anton Björklund, Kai Puolamäki
2024 — —
Interpretable and explainable machine learning for natural sciences ; Begriplig maskininlärning för naturvetenskaper.
Anton Björklund
2024 — conf
SLIPMAP: Fast and Robust Manifold Visualisation for Explainable AI.
IDA (2)
Anton Björklund, Lauri Seppäläinen, Kai Puolamäki
2023 J jnl
Explaining any black box model using real data.
Frontiers Comput. Sci.
Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki
2023 J jnl
SLISEMAP: supervised dimensionality reduction through local explanations.
Mach. Learn.
Anton Björklund, Jarmo Mäkelä, Kai Puolamäki
2023 J jnl
Using Slisemap to interpret physical data.
CoRR
Lauri Seppäläinen, Anton Björklund, Vitus Besel, Kai Puolamäki
2023 — conf
χiplot: Web-First Visualisation Platform for Multidimensional Data.
ECML/PKDD (7)
Akihiro Tanaka, Juniper Tyree, Anton Björklund, Jarmo Mäkelä, Kai Puolamäki
2023 J jnl
χiplot: web-first visualisation platform for multidimensional data.
CoRR
Akihiro Tanaka, Juniper Tyree, Anton Björklund, Jarmo Mäkelä, Kai Puolamäki
2022 J jnl
Robust regression via error tolerance.
Data Min. Knowl. Discov.
Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki
2022 — conf
SLISEMAP: Combining Supervised Dimensionality Reduction with Local Explanations.
ECML/PKDD (6)
Anton Björklund, Jarmo Mäkelä, Kai Puolamäki
2022 J jnl
SLISEMAP: Explainable Dimensionality Reduction.
CoRR
Anton Björklund, Jarmo Mäkelä, Kai Puolamäki
2019 B conf
Sparse Robust Regression for Explaining Classifiers.
DS
Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki