Rebecka Jörnsten

26 papers A* 3Journal 21Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Equivariant Flow Matching for Point Cloud Assembly.
CoRR
Ziming Wang, Nan Xue, Rebecka Jörnsten
2025 J jnl
Partial Distribution Matching via Partial Wasserstein Adversarial Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Zi-Ming Wang, Nan Xue, Ling Lei, Rebecka Jörnsten, Gui-Song Xia
2025 A* conf
Theoretical Performance Guarantees for Partial Domain Adaptation via Partial Optimal Transport.
ICML
Jayadev Naram, Fredrik Hellström, Ziming Wang, Rebecka Jörnsten, Giuseppe Durisi
2025 J jnl
Theoretical Performance Guarantees for Partial Domain Adaptation via Partial Optimal Transport.
CoRR
Jayadev Naram, Fredrik Hellström, Ziming Wang, Rebecka Jörnsten, Giuseppe Durisi
2024 J jnl
Partial Distribution Matching via Partial Wasserstein Adversarial Networks.
CoRR
Zi-Ming Wang, Nan Xue, Ling Lei, Rebecka Jörnsten, Gui-Song Xia
2024 A* conf
SE(3)-bi-equivariant Transformers for Point Cloud Assembly.
NeurIPS
Ziming Wang, Rebecka Jörnsten
2024 J jnl
SE(3)-bi-equivariant Transformers for Point Cloud Assembly.
CoRR
Ziming Wang, Rebecka Jörnsten
2023 J jnl
Controlled Descent Training.
CoRR
Viktor Andersson, Balázs Varga, Vincent Szolnoky, Andreas Syrén, Rebecka Jörnsten, Balázs Kulcsár
2023 J jnl
Elastic Gradient Descent, an Iterative Optimization Method Approximating the Solution Paths of the Elastic Net.
J. Mach. Learn. Res.
Oskar Allerbo, Johan Jonasson, Rebecka Jörnsten
2023 J jnl
NCAE: data-driven representations using a deep network-coherent DNA methylation autoencoder identify robust disease and risk factor signatures.
Briefings Bioinform.
David Martínez-Enguita, Sanjiv K. Dwivedi, Rebecka Jörnsten, Mika Gustafsson
2023 J jnl
Solving Kernel Ridge Regression with Gradient-Based Optimization Methods.
CoRR
Oskar Allerbo, Rebecka Jörnsten
2022 J jnl
Bandwidth Selection for Gaussian Kernel Ridge Regression via Jacobian Control.
CoRR
Oskar Allerbo, Rebecka Jörnsten
2022 J jnl
Flexible, non-parametric modeling using regularized neural networks.
Comput. Stat.
Oskar Allerbo, Rebecka Jörnsten
2022 A* conf
On the Interpretability of Regularisation for Neural Networks Through Model Gradient Similarity.
NeurIPS
Vincent Szolnoky, Viktor Andersson, Balázs Kulcsár, Rebecka Jörnsten
2022 J jnl
On the Interpretability of Regularisation for Neural Networks Through Model Gradient Similarity.
CoRR
Vincent Szolnoky, Viktor Andersson, Balázs Kulcsár, Rebecka Jörnsten
2021 J jnl
Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders.
CoRR
Oskar Allerbo, Rebecka Jörnsten
2021 J jnl
Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders.
J. Mach. Learn. Res.
Oskar Allerbo, Rebecka Jörnsten
2021 J jnl
Robust Neural Network Classification via Double Regularization.
CoRR
Olof Zetterqvist, Rebecka Jörnsten, Johan Jonasson
2020 J jnl
Flexible, Non-parametric Modeling Using Regularized Neural Networks.
CoRR
Oskar Allerbo, Rebecka Jörnsten
2017 J jnl
LASSIM - A network inference toolbox for genome-wide mechanistic modeling.
PLoS Comput. Biol.
Rasmus Magnusson, Guido Pio Mariotti, Mattias Köpsén, William Lövfors, Danuta R. Gawel, Rebecka Jörnsten, Jörg Linde, Torbjörn E. M. Nordling, Elin Nyman, Sylvie Schulze, Colm E. Nestor, Huan Zhang, Gunnar Cedersund, Mikael Benson, Andreas Tjärnberg, Mika Gustafsson
2007 J jnl
A meta-data based method for DNA microarray imputation.
BMC Bioinform.
Rebecka Jörnsten, Ming Ouyang, Hui-Yu Wang
2005 J jnl
DNA microarray data imputation and significance analysis of differential expression.
Bioinform.
Rebecka Jörnsten, Hui-Yu Wang, William J. Welsh, Ming Ouyang
2003 J jnl
Microarray image compression: SLOCO and the effect of information loss.
Signal Process.
Rebecka Jörnsten, Wei Wang, Bin Yu, Kannan Ramchandran
2003 J jnl
Simultaneous Gene Clustering and Subset Selection for Sample Classification Via MDL.
Bioinform.
Rebecka Jörnsten, Bin Yu
2002 — conf
Compression of cDNA and inkjet microarray images.
ICIP (3)
Rebecka Jörnsten, Bin Yu, Wei Wang, Kannan Ramchandran
2002 — conf
Compression of cDNA microarray images.
ISBI
Rebecka Jörnsten, Bin Yu