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Portrait of Emil Javurek

Emil Javůrek

Causal ML · PFNs · Post Bayes

About

I am a PhD student in computer science at LMU Munich, supervised by Prof. Dr. Stefan Feuerriegel. My research is focused on modern causal inference with prior-data fitted networks, post-Bayesian methods and general machine learning. Before starting my PhD at LMU, I completed an MSc in Statistics at the University of Oxford (Linacre College) and a BSc in Econometrics at the University of Amsterdam. I like outdoor sports (cycling, running, hiking, hoping to climb outdoors someday too). Book recommendations are always welcome!

Selected papers

First page of the paper

Foundation Models for Causal Inference via Prior-Data Fitted Networks

Yuchen Ma, Dennis Frauen, Emil Javurek, Stefan Feuerriegel

ICLR 2026 · 2025

arXivPDF
First page of the paper

An Orthogonal Learner for Individualized Outcomes in Markov Decision Processes

Emil Javurek, Valentyn Melnychuk, Jonas Schweisthal, Konstantin Hess, Dennis Frauen, Stefan Feuerriegel

ICLR 2026 · 2025

arXivPDF
First page of the paper

Amortizing Causal Sensitivity Analysis via Prior Data-Fitted Networks

Emil Javurek, Dennis Frauen, Marie Brockschmidt, Jonas Schweisthal, Stefan Feuerriegel

arXiv preprint · 2026

arXivPDF
First page of the paper

Generalized Bayes for Causal Inference

Emil Javurek, Dennis Frauen, Yuxin Wang, Stefan Feuerriegel

arXiv preprint · 2026

arXivPDF
First page of the paper

Rank-Learner: Orthogonal Ranking of Treatment Effects

Henri Arno, Dennis Frauen, Emil Javurek, Thomas Demeester, Stefan Feuerriegel

ICML 2026 · 2026

arXivPDF
 

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