Felix Krahmer
5 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(12)
Conferences
AAAI (1)
COLT (1)
ECCV (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
statistical learning
(1)
conformal prediction
(1)
uncertainty quantification
(1)
sparse regression
(1)
high-dimensional learning
(1)
distributionally robust optimization
(1)
confidence interval
(1)
global linear convergence
(1)
statistical guarantee
(1)
graph network
(1)
iteratively reweighted least square
(1)
pivotal estimator
(1)
multi-source detection
(1)
concentration phenomenon
(1)
Papers
Conformal Prediction for Multi-Source Detection on a Network
AAAI 2026
Implicit Regularization for Tubal Tensor Factorizations via Gradient Descent
ICML 2025
Non-Asymptotic Uncertainty Quantification in High-Dimensional Learning
NIPS 2024
Fast, blind, and accurate: Tuning-free sparse regression with global linear convergence
COLT 2024
Imaging with Confidence: Uncertainty Quantification for High-dimensional Undersampled MR Images
ECCV 2024