Olga Graf

According to our database, Olga Graf authored at least 7 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Improved Uncertainty Quantification in Physics-Informed Neural Networks Using Error Bounds and Solution Bundles.

Pablo Flores, Olga Graf, Pavlos Protopapas, Karim Pichara

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

2023

One-bit Sigma-Delta modulation on the circle.

Olga Graf, Felix Krahmer, Sara Krause-Solberg

Adv. Comput. Math., 2023

2022

Error-Aware B-PINNs: Improving Uncertainty Quantification in Bayesian Physics-Informed Neural Networks.

Olga Graf, Pablo Flores, Pavlos Protopapas, Karim Pichara

CoRR, 2022

2021

Uncertainty Quantification in Neural Differential Equations.

Olga Graf, Pablo Flores, Pavlos Protopapas, Karim Pichara

CoRR, 2021

2020

One-Bit Sampling in Fractional Fourier Domain.

Ayush Bhandari, Olga Graf, Felix Krahmer, Ahmed I. Zayed

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

One-bit Unlimited Sampling.

Olga Graf, Ayush Bhandari, Felix Krahmer

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

One-Bit Sigma-Delta Modulation on a Closed Loop.

Sara Krause-Solberg, Olga Graf, Felix Krahmer

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018