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Stefan Bauer — most-cited papers & profile · Graph Learning
← authors
·
overview
Stefan Bauer
37
papers ·
198
citations ·
37
h-index
Helmholtz Zentrum München · Isotopen Technologien München (Germany) · Munich Center for Machine Learning · Technical University of Munich
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Most-cited papers
Causal Bayesian Optimization with Unknown Graphs
2025
Variational Causal Networks: Approximate Bayesian Inference over Causal Structures
2021
Compositional Multi-Object Reinforcement Learning with Linear Relation Networks
2022
Bayesian Structure Learning with Generative Flow Networks
2022
From Static to Dynamic Structures: Improving Binding Affinity Prediction with Graph-Based Deep Learning
2022
BayesDAG: Gradient-Based Posterior Inference for Causal Discovery
2023
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models
2024
Top co-authors
Yashas Annadani
· 3
Yoshua Bengio
· 2
Alexandre Lacoste
· 1
Amir Mohammad Karimi Mamaghan
· 1
Andrea Dittadi
· 1
Anirudh Goyal
· 1
Ant\'onio G\'ois
· 1
Bernhard Sch\"olkopf
· 1
Cheng Zhang
· 1
Chris Emezue
· 1
Dan Zhao and Jianyang Zeng
· 1
Davide Mambelli
· 1
Topics
cs.LG
stat.ML
cs.AI
cs.RO
q-bio.BM
physics.chem-ph
q-bio.QM
stat.ME
cs.CV