Philipp Michael Faller

According to our database, Philipp Michael Faller authored at least 4 papers between 2021 and 2023.

Collaborative distances:

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

2023

Self-Compatibility: Evaluating Causal Discovery without Ground Truth.

Philipp Michael Faller, Leena Chennuru Vankadara, Atalanti-Anastasia Mastakouri, Francesco Locatello, Dominik Janzing

CoRR, 2023

Reinterpreting causal discovery as the task of predicting unobserved joint statistics.

Dominik Janzing, Philipp Michael Faller, Leena Chennuru Vankadara

CoRR, 2023

2022

Causal forecasting: generalization bounds for autoregressive models.

Leena Chennuru Vankadara, Philipp Michael Faller, Michaela Hardt, Lenon Minorics, Debarghya Ghoshdastidar, Dominik Janzing

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Causal Forecasting: Generalization Bounds for Autoregressive Models.

Leena C. Vankadara, Philipp Michael Faller, Lenon Minorics, Debarghya Ghoshdastidar, Dominik Janzing

CoRR, 2021