Philipp Pilar

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Multitask Learning

Back Propagation

Measurement Noise

Top Venues

Trans. Mach. Learn. Res.

Publications

Philipp Pilar, Niklas Wahlström
Physics-informed neural networks with unknown measurement noise. L4DC (2024)
Philipp Pilar, Niklas Wahlström
Probabilistic matching of real and generated data statistics in generative adversarial networks. CoRR (2023)
Philipp Pilar, Carl Jidling, Thomas B. Schön, Niklas Wahlström
Incorporating Sum Constraints into Multitask Gaussian Processes. CoRR (2022)
Philipp Pilar, Niklas Wahlström
Physics-informed neural networks with unknown measurement noise. CoRR (2022)
Philipp Pilar, Carl Jidling, Thomas B. Schön, Niklas Wahlström
Incorporating Sum Constraints into Multitask Gaussian Processes. Trans. Mach. Learn. Res. 2022 (2022)
Philipp Pilar, Daniele De Bernardis, Peter Rabl
Thermodynamics of ultrastrongly coupled light-matter systems. Quantum 4 (2020)