Jonas Sonntag

According to our database, Jonas Sonntag authored at least 5 papers between 2020 and 2025.

Collaborative distances:

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

2025

TabResFlow: A Normalizing Spline Flow Model for Probabilistic Univariate Tabular Regression.

Kiran Madhusudhanan, Vijaya Krishna Yalavarthi, Jonas Sonntag, Maximilian Stubbemann, Lars Schmidt-Thieme

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2022

Enabling Smart Parking Services with Machine Learning.

Jonas Sonntag

PhD thesis, 2022

Positive-Unlabeled Domain Adaptation.

Jonas Sonntag, Gunnar Behrens, Lars Schmidt-Thieme

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

2021

Predicting Parking Availability from Mobile Payment Transactions with Positive Unlabeled Learning.

Jonas Sonntag, Michael Engel, Lars Schmidt-Thieme

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A machine learning approach to infer on-street parking occupancy based on parking meter transactions.

Jonas Sonntag, Lars Schmidt-Thieme

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020