Sebastian Mair

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 18

Top Topics

Interpolation Methods

Treatment Planning

Top Venues

Publications

Zheng Zhao, Sebastian Mair, Thomas B. Schön, Jens Sjölund
On Feynman-Kac training of partial Bayesian neural networks. AISTATS (2024)
Sebastian Mair, Anqi Fu, Jens Sjölund
Efficient Radiation Treatment Planning based on Voxel Importance. CoRR (2024)
Friederike Baier, Sebastian Mair, Samuel G. Fadel
Self-supervised Siamese Autoencoders. IDA (1) (2024)
Sebastian Mair, Jens Sjölund
Archetypal Analysis++: Rethinking the Initialization Strategy. Trans. Mach. Learn. Res. 2024 (2024)
Ahcène Boubekki, Samuel G. Fadel, Sebastian Mair
Leveraging Activations for Superpixel Explanations. CoRR (2024)
Maria Bånkestad, Jennifer Andersson, Sebastian Mair, Jens Sjölund
Ising on the Graph: Task-specific Graph Subsampling via the Ising Model. CoRR (2024)
Friederike Baier, Sebastian Mair, Samuel G. Fadel
Self-Supervised Siamese Autoencoders. CoRR (2023)
Sebastian Mair, Jens Sjölund
Archetypal Analysis++: Rethinking the Initialization Strategy. CoRR (2023)
Zheng Zhao, Sebastian Mair, Thomas B. Schön, Jens Sjölund
On Feynman-Kac training of partial Bayesian neural networks. CoRR (2023)
Dominik Fay, Sebastian Mair, Jens Sjölund
Privacy Amplification via Importance Sampling. CoRR (2023)
Samuel G. Fadel, Sebastian Mair, Ricardo da Silva Torres, Ulf Brefeld
Principled Interpolation in Normalizing Flows. ECML/PKDD (2) (2021)
Samuel G. Fadel, Sebastian Mair, Ricardo da Silva Torres, Ulf Brefeld
Principled Interpolation in Normalizing Flows. CoRR (2020)
Ulf Brefeld, Jan Lasek, Sebastian Mair
Probabilistic movement models and zones of control. Mach. Learn. 108 (1) (2019)
Sebastian Mair, Ulf Brefeld
Coresets for Archetypal Analysis. NeurIPS (2019)
Maryam Tavakol, Sebastian Mair, Katharina Morik
HyperUCB: Hyperparameter Optimization Using Contextual Bandits. PKDD/ECML Workshops (1) (2019)
Sebastian Mair, Yannick Rudolph, Vanessa Closius, Ulf Brefeld
Frame-Based Optimal Design. ECML/PKDD (2) (2018)
Sebastian Mair, Ulf Brefeld
Distributed robust Gaussian Process regression. Knowl. Inf. Syst. 55 (2) (2018)
Sebastian Mair, Ahcène Boubekki, Ulf Brefeld
Frame-based Data Factorizations. ICML (2017)
Marcel Schäfer, Sebastian Mair, Waldemar Berchtold, Martin Steinebach
Universal Threshold Calculation for Fingerprinting Decoders using Mixture Models. IH&MMSec (2015)