Our published papers can be found in the publications section.
2024
L. Frischauf, O. Scherzer and C. Shi Classification with neural networks with quadratic decision functions Technical report, 2401.10710, 2024 ( 
| funding | PDF )
| funding | PDF )@techreport{FriSchShi24_preprint,
author = {Frischauf, L. and Scherzer, O. and Shi, C. },
title = {Classification with neural networks with quadratic decision functions},
number = {2401.10710},
url = {https://arxiv.org/abs/2401.10710},
year = {2024},
}
The financial support by the Austrian Federal Ministry for Digital and Economic Affairs, the National Foundation for Research, Technology and Development and the Christian Doppler Research Association is gratefully acknowledged -- published within CD Laboratory for Mathematical Modelling and Simulation of Next-Generation Medical Ultrasound Devices. Funded by the Austrian Science Fund (FWF) within P 34981 - "New Inverse Problems of Super-Resolved Microscopy". Funded by the Austrian Science Fund (FWF) in the project F6807-N36 within the Special Research Programme SFB F68: "Tomography Across the Scales".
C. Kirisits, N. Naujoks and O. Scherzer Diffraction Tomography for a Generalized Incident Field Technical report, 2403.16835, 2024 ( | funding | PDF )
| funding | PDF )@techreport{KirNauSch24_preprint,
author = {Kirisits, C. and Naujoks, N. and Scherzer, O.},
title = {Diffraction Tomography for a Generalized Incident Field},
doi = {10.48550/arXiv.2403.16835},
number = {2403.16835},
url = {https://arxiv.org/abs/2403.16835},
year = {2024},
}
The financial support by the Austrian Federal Ministry for Digital and Economic Affairs, the National Foundation for Research, Technology and Development and the Christian Doppler Research Association is gratefully acknowledged -- published within CD Laboratory for Mathematical Modelling and Simulation of Next-Generation Medical Ultrasound Devices. Funded by the Austrian Science Fund (FWF) within P 34981 - "New Inverse Problems of Super-Resolved Microscopy". Funded by the Austrian Science Fund (FWF) in the project F6807-N36 within the Special Research Programme SFB F68: "Tomography Across the Scales".
2023
A. Aspri and O. Scherzer Analysis of Generalized Iteratively Regularized Landweber Iterations driven by data Preprint on ArXiv, 2312.03337, 2023 ( | funding | PDF )
| funding | PDF )@techreport{AspSch23_preprint,
author = {Aspri, A. and Scherzer, O.},
title = {Analysis of Generalized Iteratively Regularized Landweber Iterations driven by data},
doi = {10.48550/arXiv.2312.03337},
number = {2312.03337},
type = {Preprint on ArXiv},
year = {2023},
}
The financial support by the Austrian Federal Ministry for Digital and Economic Affairs, the National Foundation for Research, Technology and Development and the Christian Doppler Research Association is gratefully acknowledged -- published within CD Laboratory for Mathematical Modelling and Simulation of Next-Generation Medical Ultrasound Devices. Funded by the Austrian Science Fund (FWF) within P 34981 - "New Inverse Problems of Super-Resolved Microscopy". Funded by the Austrian Science Fund (FWF) in the project F6807-N36 within the Special Research Programme SFB F68: "Tomography Across the Scales".
L. Frischauf, O. Scherzer and C. Shi Quadratic neural networks for solving inverse problems Technical report, 2401.09445, 2023 ( | funding | PDF )
| funding | PDF )@techreport{FriSchShi23_preprint3,
author = {Frischauf, L. and Scherzer, O. and Shi, C. },
title = {Quadratic neural networks for solving inverse problems},
number = {2401.09445},
url = {https://arxiv.org/abs/2401.09445},
year = {2023},
}
The financial support by the Austrian Federal Ministry for Digital and Economic Affairs, the National Foundation for Research, Technology and Development and the Christian Doppler Research Association is gratefully acknowledged -- published within CD Laboratory for Mathematical Modelling and Simulation of Next-Generation Medical Ultrasound Devices. Funded by the Austrian Science Fund (FWF) within P 34981 - "New Inverse Problems of Super-Resolved Microscopy". Funded by the Austrian Science Fund (FWF) in the project F6807-N36 within the Special Research Programme SFB F68: "Tomography Across the Scales".
F. Parzer, C. Kirisits and O. Scherzer Uncertainty Quantification for Scale-Space Blob Detection Preprint on ArXiv, 2307.15489, 2023 ( | funding | PDF )
| funding | PDF )@techreport{ParKirSch23_preprint,
author = {Parzer, F. and Kirisits, C. and Scherzer, O.},
title = {Uncertainty Quantification for Scale-Space Blob Detection},
number = {2307.15489},
type = {Preprint on ArXiv},
url = {http://arxiv.org/abs/2307.15489},
year = {2023},
}
The financial support by the Austrian Federal Ministry for Digital and Economic Affairs, the National Foundation for Research, Technology and Development and the Christian Doppler Research Association is gratefully acknowledged -- published within CD Laboratory for Mathematical Modelling and Simulation of Next-Generation Medical Ultrasound Devices. Funded by the Austrian Science Fund (FWF) in the project F6807-N36 within the Special Research Programme SFB F68: "Tomography Across the Scales".
O. Scherzer, B. Hofmann and Z. Nashed Newton's methods for solving linear inverse problems with neural network coders Preprint on ArXiv, 2303.14058, 2023 ( | funding | PDF )
| funding | PDF )@techreport{SchHofNas23_preprint,
author = {Scherzer, O. and Hofmann, B. and Nashed, Z.},
title = {Newton's methods for solving linear inverse problems with neural network coders},
number = {2303.14058},
type = {Preprint on ArXiv},
url = {https://arxiv.org/abs/2303.14058},
year = {2023},
}
The financial support by the Austrian Federal Ministry for Digital and Economic Affairs, the National Foundation for Research, Technology and Development and the Christian Doppler Research Association is gratefully acknowledged -- published within CD Laboratory for Mathematical Modelling and Simulation of Next-Generation Medical Ultrasound Devices. Funded by the Austrian Science Fund (FWF) within P 34981 - "New Inverse Problems of Super-Resolved Microscopy". Funded by the Austrian Science Fund (FWF) in the project F6807-N36 within the Special Research Programme SFB F68: "Tomography Across the Scales".
2022
F. Faucher and O. Scherzer Quantitative inverse problem in visco-acoustic media under attenuation model uncertainty Technical report, 2204.13017, 2022 ( | funding | PDF )
| funding | PDF )@techreport{FauSch22_report,
author = {Faucher, F. and Scherzer, O.},
title = {Quantitative inverse problem in visco-acoustic media under attenuation model uncertainty},
number = {2204.13017},
url = {https://arxiv.org/abs/2204.13017},
year = {2022},
}
The financial support by the Austrian Federal Ministry for Digital and Economic Affairs, the National Foundation for Research, Technology and Development and the Christian Doppler Research Association is gratefully acknowledged -- published within CD Laboratory for Mathematical Modelling and Simulation of Next-Generation Medical Ultrasound Devices. Funded by the Austrian Science Fund (FWF) in the project F6807-N36 within the Special Research Programme SFB F68: "Tomography Across the Scales".
L. Frischauf, O. Scherzer and C. Shi Universal approximation properties of shallow quadratic neural networks Technical report, 2110.01536v2, 2022 ( | funding | PDF )
| funding | PDF )@techreport{FriSchShi22_preprint,
author = {Frischauf, L. and Scherzer, O. and Shi, C. },
title = {Universal approximation properties of shallow quadratic neural networks},
number = {2110.01536v2},
url = {https://arxiv.org/abs/2110.01536v2},
year = {2022},
}
The financial support by the Austrian Federal Ministry for Digital and Economic Affairs, the National Foundation for Research, Technology and Development and the Christian Doppler Research Association is gratefully acknowledged -- published within CD Laboratory for Mathematical Modelling and Simulation of Next-Generation Medical Ultrasound Devices. Funded by the Austrian Science Fund (FWF) in the project F6807-N36 within the Special Research Programme SFB F68: "Tomography Across the Scales".
P. Jethwa, F. Parzer, O. Scherzer and G. van de Ven Uncertainty-Aware Blob Detection with an Application to Integrated-Light Stellar Population Recoveries Preprint on ArXiv, 2208.05881, 2022 ( | funding | PDF )
| funding | PDF )@techreport{JetParSchVen22_report,
author = {Jethwa, P. and Parzer, F. and Scherzer, O. and van~de~Ven, G.},
title = {Uncertainty-Aware Blob Detection with an Application to Integrated-Light Stellar Population Recoveries},
number = {2208.05881},
type = {Preprint on ArXiv},
url = {https://arxiv.org/abs/2208.05881v1},
year = {2022},
}
The financial support by the Austrian Federal Ministry for Digital and Economic Affairs, the National Foundation for Research, Technology and Development and the Christian Doppler Research Association is gratefully acknowledged -- published within CD Laboratory for Mathematical Modelling and Simulation of Next-Generation Medical Ultrasound Devices. Funded by the Austrian Science Fund (FWF) in the projects F6807-N36 and F68011-N36 within the Special Research Programme SFB F68: "Tomography Across the Scales".
F. Parzer, P. Jethwa, A. Boecker, M. Alfaro-Cuello, O. Scherzer and G. van de Ven Uncertainty-Aware Blob Detection with an Application to Integrated-Light Stellar Population Recoveries Preprint on ArXiv, 2208.05881, 2022 ( | funding | PDF )
| funding | PDF )@techreport{JetParSchVen22b_report,
author = {Parzer, F. and Jethwa, P. and Boecker, A. and Alfaro-Cuello, M. and Scherzer, O. and van de Ven, G.},
title = {Uncertainty-Aware Blob Detection with an Application to Integrated-Light Stellar Population Recoveries},
number = {2208.05881},
type = {Preprint on ArXiv},
url = {https://arxiv.org/abs/2208.05881v2},
year = {2022},
}
The financial support by the Austrian Federal Ministry for Digital and Economic Affairs, the National Foundation for Research, Technology and Development and the Christian Doppler Research Association is gratefully acknowledged -- published within CD Laboratory for Mathematical Modelling and Simulation of Next-Generation Medical Ultrasound Devices. Funded by the Austrian Science Fund (FWF) in the projects F6807-N36 and F68011-N36 within the Special Research Programme SFB F68: "Tomography Across the Scales".
B. Mejri and Scherzer O. A new inversion scheme for elastic diffraction tomography Preprint on ArXiv, 2212.02798, 2022 ( | funding | PDF )
| funding | PDF )@techreport{MejSch22_report,
author = {Mejri, B. and Scherzer O.},
title = {A new inversion scheme for elastic diffraction tomography},
number = {2212.02798},
type = {Preprint on ArXiv},
url = {https://arxiv.org/abs/2212.02798},
year = {2022},
}
The financial support by the Austrian Federal Ministry for Digital and Economic Affairs, the National Foundation for Research, Technology and Development and the Christian Doppler Research Association is gratefully acknowledged -- published within CD Laboratory for Mathematical Modelling and Simulation of Next-Generation Medical Ultrasound Devices. Funded by the Austrian Science Fund (FWF) within P 34981 - "New Inverse Problems of Super-Resolved Microscopy". Funded by the Austrian Science Fund (FWF) in the project F6807-N36 within the Special Research Programme SFB F68: "Tomography Across the Scales".
M. Quellmalz, P. Elbau, O. Scherzer and G. Steidl Motion Detection in Diffraction Tomography by Common Circle Methods Preprint on arXiv, 2209.08086, 2022 ( | funding | PDF )
| funding | PDF )@techreport{QueElbSchSte22_report,
author = {Quellmalz, M. and Elbau, P. and Scherzer, O. and Steidl, G.},
title = {Motion Detection in Diffraction Tomography by Common Circle Methods},
number = {2209.08086},
type = {Preprint on arXiv},
url = {https://arxiv.org/abs/2209.08086},
year = {2022},
}
The financial support by the Austrian Federal Ministry for Digital and Economic Affairs, the National Foundation for Research, Technology and Development and the Christian Doppler Research Association is gratefully acknowledged -- published within CD Laboratory for Mathematical Modelling and Simulation of Next-Generation Medical Ultrasound Devices. Funded by the Austrian Science Fund (FWF) in the projects F6804-N36, F6807-N36 and F68010-N36 within the Special Research Programme SFB F68: "Tomography Across the Scales".
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