Christian Kümmerle
7 papers · 2018–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🏆
Keyword Champion
Venues
Top co-authors
Research topics
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
NeurIPS 2024
On the Convergence of IRLS and Its Variants in Outlier-Robust Estimation
CVPR 2023
Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares
NeurIPS 2023
Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression
NeurIPS 2022
A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples
ICML 2021
Iteratively Reweighted Least Squares for Basis Pursuit with Global Linear Convergence Rate
NeurIPS 2021
Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery
JMLR 2018