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Stefan Feuerriegel

ICML 2026×7可解释性数据与预训练社会与人本对齐与偏好评测与基准

新星分资深

24

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核心/参与12

方向广度10

合作网络6

0 一作 · 7 篇 · ICML 2026

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2026 顶会论文

7

作者位次 #3/3ICML 2026Spotlight· Applications / Health / Medicine

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

Marie Brockschmidt · Maresa Schröder · Stefan Feuerriegel

数据与预训练社会与人本OpenReview

作者位次 #3/3ICML 2026Poster· General Machine Learning / Causality

DeepBlip: Estimating Conditional Average Treatment Effects Over Time

Haorui Ma · Dennis Frauen · Stefan Feuerriegel

作者位次 #3/3ICML 2026Poster· General Machine Learning / Online Learning, Active Learning and Bandits

Continual Learning of Domain-Invariant Representations

Pascal Janetzky · Tobias Schlagenhauf · Stefan Feuerriegel

可解释性OpenReview

作者位次 #4/4ICML 2026Poster

Nonparametric LLM Evaluation from Preference Data

Dennis Frauen · Athiya Deviyani · Mihaela van der Schaar · Stefan Feuerriegel

对齐与偏好评测与基准OpenReview

作者位次 #5/5ICML 2026Poster· General Machine Learning / Causality

Rank-Learner: Orthogonal Ranking of Treatment Effects

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

作者位次 #11/12ICML 2026Poster

ProbeLLM: Automating Principled Diagnosis of LLM Failures

Yue Huang · Zhengzhe Jiang · Yuchen Ma · Yu Jiang · Xiangqi Wang · Yujun Zhou · Yuexing Hao · kehan guo · Pin-Yu Chen · Marzyeh Ghassemi · Stefan Feuerriegel · Xiangliang Zhang

可解释性OpenReview

作者位次 #3/4ICML 2026Poster· General Machine Learning / Causality

Frequentist Consistency of Prior-Data Fitted Networks for Causal Inference

Valentyn Melnychuk · Vahid Balazadeh · Stefan Feuerriegel · Rahul G. Krishnan

效率与系统OpenReview

常见合作者

DFDennis Frauen×3 MBMarie Brockschmidt MSMaresa Schröder HMHaorui Ma PJPascal Janetzky TSTobias Schlagenhauf ADAthiya Deviyani MSMihaela van der Schaar HAHenri Arno EJEmil Javurek TDThomas Demeester YHYue Huang