Scholar
Krikamol Muandet
Google Scholar ID: E2z5uYsAAAAJ
CISPA - Helmholtz Center for Information Security
Kernel Methods
Counterfactual Learning
Statistical Learning Theory
Machine Learning
Artificial Intelligence
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Citations & Impact
All-time
Citations
5,200
H-index
27
i10-index
42
Publications
20
Co-authors
121
list available
Contact
Email
muandet@cispa.de
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Publications
18 items
Quantification of Credal Uncertainty: A Distance-Based Approach
2026
Cited
0
Verbalizing LLM's Higher-order Uncertainty via Imprecise Probabilities
2026
Cited
0
Incentive Aware AI Regulations: A Credal Characterisation
2026
Cited
0
Instrumental and Proximal Causal Inference with Gaussian Processes
2026
Cited
0
Performative Learning Theory
2026
Cited
0
Lost in Aggregation: The Causal Interpretation of the IV Estimand
2026
Cited
0
An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation
2025
Cited
0
When Do Credal Sets Stabilize? Fixed-Point Theorems for Credal Set Updates
2025
Cited
0
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Resume (English only)
Co-authors
121 total
Bernhard Schölkopf
Director, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETH
Bharath Sriperumbudur
Pennsylvania State University
Kenji Fukumizu
The Institute of Statistical Mathematics
Arthur Gretton
Gatsby Computational Neuroscience Unit and Google Deepmind
Kun Zhang
Carnegie Mellon University & Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Siu Lun Chau
Assistant Professor of Statistical Machine Learning at Nanyang Technological University
Siyu Tang
ETH Zürich
Zhikun Wang
Google
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