Philipp Scholl

20 papers A* 1Misc 2Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Graph Neural Networks for Enhancing Ensemble Forecasts of Extreme Rainfall.
CoRR
Christopher Bülte, Sohir Maskey, Philipp Scholl, Jonas von Berg, Gitta Kutyniok
2025 J jnl
Improved probabilistic regression using diffusion models.
CoRR
Carlo Kneissl, Christopher Bülte, Philipp Scholl, Gitta Kutyniok
2025 J jnl
Interpretable Robotic Friction Learning via Symbolic Regression.
CoRR
Philipp Scholl, Alexander Dietrich, Sebastian Wolf, Jinoh Lee, Alin Albu-Schäffer, Gitta Kutyniok, Maged Iskandar
2025 A* conf
ParFam - (Neural Guided) Symbolic Regression via Continuous Global Optimization.
ICLR
Philipp Scholl, Katharina Bieker, Hillary Hauger, Gitta Kutyniok
2025 J jnl
Probabilistic neural operators for functional uncertainty quantification.
CoRR
Christopher Bülte, Philipp Scholl, Gitta Kutyniok
2025 J jnl
Probabilistic neural operators for functional uncertainty quantification.
Trans. Mach. Learn. Res.
Christopher Bülte, Philipp Scholl, Gitta Kutyniok
2025 Misc conf
Robust Identifiability for Symbolic Recovery of Differential Equations.
ICASSP
Hillary Hauger, Philipp Scholl, Gitta Kutyniok
2025 J jnl
When is a System Discoverable from Data? Discovery Requires Chaos.
CoRR
Zakhar Shumaylov, Peter Zaika, Philipp Scholl, Gitta Kutyniok, Lior Horesh, Carola-Bibiane Schönlieb
2024 — conf
Compositional Construction of Barrier Functions for Switched Impulsive Systems.
CDC
Katharina Bieker, Hugo T. M. Kussaba, Philipp Scholl, Jaesug Jung, Abdalla Swikir, Sami Haddadin, Gitta Kutyniok
2024 J jnl
Corrigendum to "Learning-based adaption of robotic friction models" [Robotics and Computer-Integrated Manufacturing Volume 89, October 2024].
Robotics Comput. Integr. Manuf.
Philipp Scholl, Maged Iskandar, Sebastian Wolf, Jinoh Lee, Aras Bacho, Alexander Dietrich, Alin Albu-Schäffer, Gitta Kutyniok
2024 J jnl
Learning-based adaption of robotic friction models.
Robotics Comput. Integr. Manuf.
Philipp Scholl, Maged Iskandar, Sebastian Wolf, Jinoh Lee, Aras Bacho, Alexander Dietrich, Alin Albu-Schäffer, Gitta Kutyniok
2024 J jnl
Robust identifiability for symbolic recovery of differential equations.
CoRR
Hillary Hauger, Philipp Scholl, Gitta Kutyniok
2023 J jnl
Learning-based adaption of robotic friction models.
CoRR
Philipp Scholl, Maged Iskandar, Sebastian Wolf, Jinoh Lee, Aras Bacho, Alexander Dietrich, Alin Albu-Schäffer, Gitta Kutyniok
2023 J jnl
ParFam - Symbolic Regression Based on Continuous Global Optimization.
CoRR
Philipp Scholl, Katharina Bieker, Hillary Hauger, Gitta Kutyniok
2023 Misc conf
The Uniqueness Problem of Physical Law Learning.
ICASSP
Philipp Scholl, Aras Bacho, Holger Boche, Gitta Kutyniok
2022 — conf
Safe Policy Improvement Approaches and Their Limitations.
ICAART (Revised Selected Paper
Philipp Scholl, Felix Dietrich, Clemens Otte, Steffen Udluft
2022 J jnl
Safe Policy Improvement Approaches and their Limitations.
CoRR
Philipp Scholl, Felix Dietrich, Clemens Otte, Steffen Udluft
2022 — conf
Safe Policy Improvement Approaches on Discrete Markov Decision Processes.
ICAART (2)
Philipp Scholl, Felix Dietrich, Clemens Otte, Steffen Udluft
2022 J jnl
Safe Policy Improvement Approaches on Discrete Markov Decision Processes.
CoRR
Philipp Scholl, Felix Dietrich, Clemens Otte, Steffen Udluft
2022 J jnl
Well-definedness of Physical Law Learning: The Uniqueness Problem.
CoRR
Philipp Scholl, Aras Bacho, Holger Boche, Gitta Kutyniok