Martin Hellkvist

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Linear Regression

Top Venues

IEEE Trans. Signal Process.

Publications

Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Distributed Continual Learning With CoCoA in High-Dimensional Linear Regression. IEEE Trans. Signal Process. 72 (2024)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Distributed Continual Learning with CoCoA in High-dimensional Linear Regression. CoRR (2023)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Regularization Trade-offs with Fake Features. EUSIPCO (2023)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Estimation Under Model Misspecification With Fake Features. IEEE Trans. Signal Process. 71 (2023)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Regularization with Fake Features. CoRR (2022)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Estimation and Model Misspecification: Fake and Missing Features. CoRR (2022)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Continual Learning with Distributed Optimization: Does COCOA Forget? CoRR (2022)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Linear Regression With Distributed Learning: A Generalization Error Perspective. IEEE Trans. Signal Process. 69 (2021)
Martin Hellkvist, Ayça Özçelikkale
Model Mismatch Trade-offs in LMMSE Estimation. EUSIPCO (2021)
Martin Hellkvist, Ayça Özçelikkale
Model Mismatch Trade-offs in LMMSE Estimation. CoRR (2021)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Linear Regression with Distributed Learning: A Generalization Error Perspective. CoRR (2021)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Generalization Error for Linear Regression under Distributed Learning. SPAWC (2020)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Generalization Error for Linear Regression under Distributed Learning. CoRR (2020)