Daniel Gedon

15 papers A* 1A 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Probabilistic Framework for LLM-Based Model Discovery.
CoRR
Stefan Wahl, Raphaela Schenk, Ali Farnoud, Jakob H. Macke, Daniel Gedon
2025 J jnl
Deep networks for system identification: A survey.
Autom.
Gianluigi Pillonetto, Aleksandr Y. Aravkin, Daniel Gedon, Lennart Ljung, Antônio H. Ribeiro, Thomas B. Schön
2025 J jnl
Effortless, Simulation-Efficient Bayesian Inference using Tabular Foundation Models.
CoRR
Julius Vetter, Manuel Glöckler, Daniel Gedon, Jakob H. Macke
2024 A* conf
No Double Descent in Principal Component Regression: A High-Dimensional Analysis.
ICML
Daniel Gedon, Antônio H. Ribeiro, Thomas B. Schön
2024 — —
On Deep Learning for Low-Dimensional Representations.
Daniel Gedon
2024 A conf
Uncertainty Estimation with Recursive Feature Machines.
UAI
Daniel Gedon, Amirhesam Abedsoltan, Thomas B. Schön, Mikhail Belkin
2023 J jnl
Deep networks for system identification: a Survey.
CoRR
Gianluigi Pillonetto, Aleksandr Y. Aravkin, Daniel Gedon, Lennart Ljung, Antônio H. Ribeiro, Thomas B. Schön
2023 J jnl
End-to-end Risk Prediction of Atrial Fibrillation from the 12-Lead ECG by Deep Neural Networks.
CoRR
Theogene Habineza, Antônio H. Ribeiro, Daniel Gedon, Joachim A. Behar, Antônio Luiz Pinho Ribeiro, Thomas B. Schön
2023 J jnl
Invertible Kernel PCA With Random Fourier Features.
IEEE Signal Process. Lett.
Daniel Gedon, Antônio H. Ribeiro, Niklas Wahlström, Thomas B. Schön
2023 J jnl
Invertible Kernel PCA with Random Fourier Features.
CoRR
Daniel Gedon, Antônio H. Ribeiro, Niklas Wahlström, Thomas B. Schön
2022 J jnl
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic Methods.
CoRR
Philipp Von Bachmann, Daniel Gedon, Fredrik K. Gustafsson, Antônio H. Ribeiro, Erik Lampa, Stefan Gustafsson, Johan Sundström, Thomas B. Schön
2021 — conf
First Steps Towards Self-Supervised Pretraining of the 12-Lead ECG.
CinC
Daniel Gedon, Antônio H. Ribeiro, Niklas Wahlström, Thomas B. Schön
2020 — conf
Automatic 12-lead ECG Classification Using a Convolutional Network Ensemble.
CinC
Antônio H. Ribeiro, Daniel Gedon, Daniel Martins Teixeira, Manoel Horta Ribeiro, Antônio Luiz Pinho Ribeiro, Thomas B. Schön, Wagner Meira Jr.
2020 J jnl
Deep State Space Models for Nonlinear System Identification.
CoRR
Daniel Gedon, Niklas Wahlström, Thomas B. Schön, Lennart Ljung
2019 — conf
Tensor Network Kalman Filter for LTI Systems.
EUSIPCO
Daniel Gedon, Pieter Piscaer, Kim Batselier, Carlas S. Smith, Michel Verhaegen