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Home/Authors/Krikamol Muandet

Krikamol Muandet

1

Affiliations

Affiliations

CISPA Helmholtz Center for Information Security

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 4:51 AM AMS

12

papers

233

total citations

papers (12)

A Measure-Theoretic Approach to Kernel Conditional Mean Embeddings

NEURIPS 2020arXiv

Explaining the Uncertain: Stochastic Shapley Values for Gaussian Process Models

NEURIPS 2023arXiv

Learning Kernel Tests Without Data Splitting

NEURIPS 2020arXiv

AutoML Two-Sample Test

NEURIPS 2022arXiv

Dual Instrumental Variable Regression

NEURIPS 2020arXiv

Domain Generalisation via Imprecise Learning

A Measure-Theoretic Axiomatisation of Causality

NEURIPS 2023arXiv

Integral Imprecise Probability Metrics

NEURIPS 2025arXiv

Sufficient Invariant Learning for Distribution Shift

Kernel Quantile Embeddings and Associated Probability Metrics

MATE: Plugging in Model Awareness to Task Embedding for Meta Learning

An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation

NEURIPS 2025arXiv