Rebecka Jörnsten
5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12) 🗺️ Taxonomy Completionist (17)
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Unstoppable
(5)
Conferences
JMLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
gradient descent
(2)
dimensionality reduction
(1)
sparse representation
(1)
ridge regression
(1)
point cloud
(1)
3d vision
(1)
group lasso
(1)
model interpretability
(1)
sparse regression
(1)
lasso regression
(1)
reconstruction error
(1)
elastic net
(1)
solution path
(1)
neural network regularization
(1)
rigid transformation
(1)
non-negative matrix factorization
(1)
path lasso
(1)
elastic gradient descent
(1)
forward stagewise regression
(1)
neural network
(1)
Papers
Theoretical Performance Guarantees for Partial Domain Adaptation via Partial Optimal Transport
ICML 2025
SE(3)-bi-equivariant Transformers for Point Cloud Assembly
NIPS 2024
Elastic Gradient Descent, an Iterative Optimization Method Approximating the Solution Paths of the Elastic Net
JMLR 2023
On the Interpretability of Regularisation for Neural Networks Through Model Gradient Similarity
NIPS 2022
Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders
JMLR 2021