Marie Brockschmidt

News

Jul 2026Attending ICML 2026 in Seoul, South Korea.
Jul 2026Attending the Oxford Machine Learning School.
Jun 2026New preprint: OncoSynth, a causally-aware diffusion framework for synthetic patient data generation in oncology.
Jun 2026Presented SurvDiff as a talk at the Helmholtz AI Conference (HAICON26), Munich.
May 2026New preprint: ConfoundingSHAP, a Shapley-based method for quantifying confounding strength in causal inference.
May 2026New preprint: Amortizing Causal Sensitivity Analysis via Prior Data-Fitted Networks.
Apr 2026SurvDiff accepted at ICML 2026 as a spotlight paper, top 2.2% of all 24,000+ submissions.
Sep 2025New preprint: SurvDiff, a diffusion model for synthetic data generation in survival analysis.
Jun 2025Started my PhD at LMU Munich under the supervision of Stefan Feuerriegel.

Publications

First author

SurvDiff: A Diffusion Model for Generating Synthetic Data in Survival Analysis

Marie Brockschmidt, Maresa Schröder, Stefan Feuerriegel

ICML 2026 Spotlight · top 2.2%

[paper][code]

ConfoundingSHAP: Quantifying Confounding Strength in Causal Inference

Marie Brockschmidt, Santo M.A.R. Thies, Maresa Schröder, Dennis Frauen, Valentyn Melnychuk, Maximilian Muschalik, Eyke Hüllermeier, Stefan Feuerriegel

Preprint 2026

[paper]

Contributed

co-author

Causal Methods for LLM Development and Evaluation

Dennis Frauen, Marie Brockschmidt, Konstantin Hess, Haorui Ma, Yuchen Ma, Abdurahman Maarouf, Maresa Schröder, Jonas Schweisthal, Yuxin Wang, Atreya Deviyani, Sonali Parbhoo, Rahul G. Krishnan, Stefan Feuerriegel

KDD 2026

[paper]

co-author

Amortizing Causal Sensitivity Analysis via Prior Data-Fitted Networks

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

Preprint 2026

[paper]

co-author

OncoSynth: Synthetic Data Generation for Treatment Effect Estimation in Oncology

Octavia-Andreea Ciora, Julian Welzel, Dennis Frauen, Maresa Schröder, Marie Brockschmidt, Harry Amad, Thomas Callender, Mihaela van der Schaar, Stefan Feuerriegel

Preprint 2026

[paper]

Impressum · Marie Brockschmidt · Ludwigstr. 28 RG, 80539 München · marie [dot] brockschmidt [at] lmu [dot] de