Martin Hellkvist

15 papers Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Continual Learning with Distributed Optimization: Does CoCoA Forget Under Task Repetition? EUSIPCO Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
2024	J	`jnl`	Distributed Continual Learning With CoCoA in High-Dimensional Linear Regression. IEEE Trans. Signal Process. Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
2023	J	`jnl`	Distributed Continual Learning with CoCoA in High-dimensional Linear Regression. CoRR Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
2023	J	`jnl`	Estimation Under Model Misspecification With Fake Features. IEEE Trans. Signal Process. Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
2023	—	`—`	Generalization under Model Mismatch and Distributed Learning. Martin Hellkvist
2023	—	`conf`	Regularization Trade-offs with Fake Features. EUSIPCO Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
2022	J	`jnl`	Continual Learning with Distributed Optimization: Does COCOA Forget? CoRR Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
2022	J	`jnl`	Estimation and Model Misspecification: Fake and Missing Features. CoRR Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
2022	J	`jnl`	Regularization with Fake Features. CoRR Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
2021	J	`jnl`	Linear Regression With Distributed Learning: A Generalization Error Perspective. IEEE Trans. Signal Process. Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
2021	J	`jnl`	Linear Regression with Distributed Learning: A Generalization Error Perspective. CoRR Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
2021	—	`conf`	Model Mismatch Trade-offs in LMMSE Estimation. EUSIPCO Martin Hellkvist, Ayça Özçelikkale
2021	J	`jnl`	Model Mismatch Trade-offs in LMMSE Estimation. CoRR Martin Hellkvist, Ayça Özçelikkale
2020	—	`conf`	Generalization Error for Linear Regression under Distributed Learning. SPAWC Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
2020	J	`jnl`	Generalization Error for Linear Regression under Distributed Learning. CoRR Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén