Krikamol Muandet
Scholar

Krikamol Muandet

Google Scholar ID: E2z5uYsAAAAJ
CISPA - Helmholtz Center for Information Security
Kernel MethodsCounterfactual LearningStatistical Learning TheoryMachine LearningArtificial 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
Emailmuandet@cispa.deCVOpen ↗TwitterOpen ↗GitHubOpen ↗
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
Resume (English only)
Co-authors
121 total
Bernhard Schölkopf
Bernhard Schölkopf
Director, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETH
Bharath Sriperumbudur
Bharath Sriperumbudur
Pennsylvania State University
Kenji Fukumizu
Kenji Fukumizu
The Institute of Statistical Mathematics
Arthur Gretton
Arthur Gretton
Gatsby Computational Neuroscience Unit and Google Deepmind
Kun Zhang
Kun Zhang
Carnegie Mellon University & Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Siu Lun Chau
Siu Lun Chau
Assistant Professor of Statistical Machine Learning at Nanyang Technological University
Siyu Tang
Siyu Tang
ETH Zürich
Zhikun Wang
Zhikun Wang
Google