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Christian Kümmerle
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15
An Exposition of Pathfinding Strategies Within Lightning Network Clients
3 days ago by
Sindura Saraswathi
and
Christian Kümmerle
Networking and Internet Architecture
,
Computational Engineering, Finance, and Science
Fibottention: Inceptive Visual Representation Learning with Diverse Attention Across Heads
17 December 2024 by
Ali Khaleghi Rahimian
and
others
at
University of North Carolina at Charlotte
Computer Vision and Pattern Recognition
Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization
22 October 2024 by
Ipsita Ghosh
and
others
Machine Learning
Sparse Recovery for Overcomplete Frames: Sensing Matrices and Recovery Guarantees
28 August 2024 by
Xuemei Chen
and
others
Information Theory
,
Numerical Analysis
UnitNorm: Rethinking Normalization for Transformers in Time Series
24 May 2024 by
Nan Huang
and
others
Machine Learning
Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares
18 January 2024 by
Christian Kümmerle
and
Johannes Maly
Machine Learning
,
Information Theory
On the Convergence of IRLS and Its Variants in Outlier-Robust Estimation
31 December 2022 by
Liangzu Peng
and
others
Computer Vision and Pattern Recognition
,
Artificial Intelligence
Learning Transition Operators From Sparse Space-Time Samples
1 December 2022 by
Christian Kümmerle
and
others
Information Theory
,
Machine Learning
Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression
11 October 2022 by
Liangzu Peng
and
others
Optimization and Control
Dictionary-Sparse Recovery From Heavy-Tailed Measurements
29 September 2021 by
Pedro Abdalla
and
Christian Kümmerle
Information Theory
,
Numerical Analysis
A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples
3 June 2021 by
Christian Kümmerle
and
Claudio Mayrink Verdun
Optimization and Control
,
Numerical Analysis
Iteratively Reweighted Least Squares for
\ell_1
-minimization with Global Linear Convergence Rate
15 January 2021 by
Christian Kümmerle
and
others
Optimization and Control
,
Information Theory
On the robustness of noise-blind low-rank recovery from rank-one measurements
23 October 2020 by
Felix Krahmer
and
others
Information Theory
Escaping Saddle Points in Ill-Conditioned Matrix Completion with a Scalable Second Order Method
7 September 2020 by
Christian Kümmerle
and
Claudio Verdun
Optimization and Control
,
Information Theory
On the geometry of polytopes generated by heavy-tailed random vectors
16 July 2019 by
Olivier Guédon
and
others
Probability
,
Information Theory
The Oracle of DLphi
27 January 2019 by
Dominik Alfke
and
others
Machine Learning
Denoising and Completion of Structured Low-Rank Matrices via Iteratively Reweighted Least Squares
19 November 2018 by
Christian Kümmerle
and
Claudio Mayrink Verdun
Optimization and Control
,
Information Theory
A Quotient Property for Matrices with Heavy-Tailed Entries and its Application to Noise-Blind Compressed Sensing
11 June 2018 by
Felix Krahmer
and
others
Probability
,
Functional Analysis
Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery
27 February 2018 by
Christian Kümmerle
and
Juliane Sigl
Numerical Analysis
,
Information Theory
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Key points
Topics
Information Theory
Machine Learning
Optimization and Control
Numerical Analysis
Probability
Statistics Theory
Computer Vision and Pattern Recognition
Artificial Intelligence
Signal Processing
Functional Analysis