Christian Kümmerle
7 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (10)
🗺️
Taxonomy Completionist
(13)
🏆
Keyword Champion
(6)
Conferences
NIPS (4)
CVPR (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
iteratively reweighted least square
(6)
non-convex optimization
(5)
matrix completion
(3)
low-rank matrix
(2)
robust regression
(2)
sparse regression
(1)
sparse optimization
(1)
low-rank matrix recovery
(1)
rank minimization
(1)
restricted isometry property
(1)
euclidean distance
(1)
matrix recovery
(1)
phase retrieval
(1)
linear convergence
(1)
numerical linear algebra
(1)
basis pursuit
(1)
geometry reconstruction
(1)
second-order method
(1)
superlinear convergence
(1)
newton method
(1)
Papers
Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization
NIPS 2024
Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares
NIPS 2023
On the Convergence of IRLS and Its Variants in Outlier-Robust Estimation
CVPR 2023
Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression
NIPS 2022
Iteratively Reweighted Least Squares for Basis Pursuit with Global Linear Convergence Rate
NIPS 2021
A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples
ICML 2021
Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery
JMLR 2018