Artjom Zern

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 9

Top Topics

Risk Minimization

Supervised Learning

Regression Trees

Top Venues

SIAM J. Imaging Sci.

J. Math. Imaging Vis.

Publications

Artjom Zern, Klaus Broelemann, Gjergji Kasneci
Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees. AAAI (2023)
Matthias Zisler, Artjom Zern, Stefania Petra, Christoph Schnörr
Self-Assignment Flows for Unsupervised Data Labeling on Graphs. SIAM J. Imaging Sci. 13 (3) (2020)
Artjom Zern, Alexander Zeilmann, Christoph Schnörr
Assignment Flows for Data Labeling on Graphs: Convergence and Stability. CoRR (2020)
Artjom Zern, Matthias Zisler, Stefania Petra, Christoph Schnörr
Unsupervised Assignment Flow: Label Learning on Feature Manifolds by Spatially Regularized Geometric Assignment. J. Math. Imaging Vis. 62 (6-7) (2020)
Artjom Zern, Matthias Zisler, Stefania Petra, Christoph Schnörr
Unsupervised Assignment Flow: Label Learning on Feature Manifolds by Spatially Regularized Geometric Assignment. CoRR (2019)
Matthias Zisler, Artjom Zern, Stefania Petra, Christoph Schnörr
Self-Assignment Flows for Unsupervised Data Labeling on Graphs. CoRR (2019)
Matthias Zisler, Artjom Zern, Stefania Petra, Christoph Schnörr
Unsupervised Labeling by Geometric and Spatially Regularized Self-assignment. SSVM (2019)
Artjom Zern, Matthias Zisler, Freddie Åström, Stefania Petra, Christoph Schnörr
Unsupervised Label Learning on Manifolds by Spatially Regularized Geometric Assignment. GCPR (2018)
Artjom Zern, Karl Rohr, Christoph Schnörr
Geometric Image Labeling with Global Convex Labeling Constraints. EMMCVPR (2017)