Christian Fiedler
4 papers · 2021–2026 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Academic Marathon
(5)
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Interdisciplinary Bridge
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
statistical learning theory
(2)
support vector machine
(2)
empirical risk minimization
(1)
gaussian process
(1)
hilbert space
(1)
reproducing kernel hilbert space
(1)
gaussian process regression
(1)
nonparametric regression
(1)
kernel mean embedding
(1)
learning-based control
(1)
kernel methods
(1)
distributional classification
(1)
uncertainty bound
(1)
frequentist bound
(1)
bayesian inference
(1)
mean field limit
(1)
uncertainty quantification
(1)
Papers
Statistical Learning Theory for Distributional Classification
AAAI 2026
On Statistical Learning Theory for Distributional Inputs
ICML 2024
On kernel-based statistical learning theory in the mean field limit
NIPS 2023
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression
AAAI 2021