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Jonas Schweisthal

PhD student, Ludwig-Maximilians-Universität München

3 papers at NeurIPS 2025

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Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Conformal Prediction for Causal Effects of Continuous Treatments
#2514 · Maresa Schröder, Dennis Frauen, Jonas Schweisthal, Konstantin Hess, Valentyn Melnychuk, Stefan Feuerriegel

Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
LLM-Driven Treatment Effect Estimation Under Inference Time Text Confounding
#2509 · Yuchen Ma, Dennis Frauen, Jonas Schweisthal, Stefan Feuerriegel

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Treatment Effect Estimation for Optimal Decision-Making
#2502 · Dennis Frauen, Valentyn Melnychuk, Jonas Schweisthal, Mihaela van der Schaar, Stefan Feuerriegel

We show that two-stage CATE estimators can be suboptimal for decision-making and propose a novel method to improve them.