Christian Kümmerle

29 papers A* 6C 2Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2025 C conf
An Exposition of Pathfinding Strategies Within Lightning Network Clients.
ICBC
Sindura Saraswathi, Christian Kümmerle
2025 J jnl
Approximate Message Passing for Quantum State Tomography.
CoRR
Noah Siekierski, Kausthubh Chandramouli, Christian Kümmerle, Bojko N. Bakalov, Dror Baron
2025 J jnl
Q3R: Quadratic Reweighted Rank Regularizer for Effective Low-Rank Training.
CoRR
Ipsita Ghosh, Ethan Nguyen, Christian Kümmerle
2024 J jnl
An Exposition of Pathfinding Strategies Within Lightning Network Clients.
CoRR
Sindura Saraswathi, Christian Kümmerle
2024 C conf
Data-Driven Graph Construction of Power Flow Graphs for Electric Power Transmission Networks.
ICMLA
Benjamin Poole, Rajan Ratnakumar, Dulip Tharaka Madurasinghe, Christian Kümmerle, Ganesh Kumar Venayagamoorthy, Minwoo Lee
2024 J jnl
Fibottention: Inceptive Visual Representation Learning with Diverse Attention Across Heads.
CoRR
Ali Khaleghi Rahimian, Manish Kumar Govind, Subhajit Maity, Dominick Reilly, Christian Kümmerle, Srijan Das, Aritra Dutta
2024 J jnl
Learning Transition Operators From Sparse Space-Time Samples.
IEEE Trans. Inf. Theory
Christian Kümmerle, Mauro Maggioni, Sui Tang
2024 — conf
Linear Convergence of Iteratively Reweighted Least Squares for Nuclear Norm Minimization.
SAM
Christian Kümmerle, Dominik Stöger
2024 A* conf
Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization.
NeurIPS
Ipsita Ghosh, Abiy Tasissa, Christian Kümmerle
2024 J jnl
Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization.
CoRR
Ipsita Ghosh, Abiy Tasissa, Christian Kümmerle
2024 J jnl
Sparse Recovery for Overcomplete Frames: Sensing Matrices and Recovery Guarantees.
CoRR
Xuemei Chen, Christian Kümmerle, Rongrong Wang
2024 J jnl
UnitNorm: Rethinking Normalization for Transformers in Time Series.
CoRR
Nan Huang, Christian Kümmerle, Xiang Zhang
2023 A* conf
On the Convergence of IRLS and Its Variants in Outlier-Robust Estimation.
CVPR
Liangzu Peng, Christian Kümmerle, René Vidal
2023 A* conf
Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares.
NeurIPS
Christian Kümmerle, Johannes Maly
2023 J jnl
Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares.
CoRR
Christian Kümmerle, Johannes Maly
2022 A* conf
Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression.
NeurIPS
Liangzu Peng, Christian Kümmerle, René Vidal
2022 J jnl
Learning Transition Operators From Sparse Space-Time Samples.
CoRR
Christian Kümmerle, Mauro Maggioni, Sui Tang
2021 A* conf
A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples.
ICML
Christian Kümmerle, Claudio Mayrink Verdun
2021 J jnl
A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples.
CoRR
Christian Kümmerle, Claudio Mayrink Verdun
2021 J jnl
Dictionary-Sparse Recovery From Heavy-Tailed Measurements.
CoRR
Pedro Abdalla, Christian Kümmerle
2021 A* conf
Iteratively Reweighted Least Squares for Basis Pursuit with Global Linear Convergence Rate.
NeurIPS
Christian Kümmerle, Claudio Mayrink Verdun, Dominik Stöger
2020 J jnl
Escaping Saddle Points in Ill-Conditioned Matrix Completion with a Scalable Second Order Method.
CoRR
Christian Kümmerle, Claudio Mayrink Verdun
2020 J jnl
Iteratively Reweighted Least Squares for 𝓁
CoRR
Christian Kümmerle, Claudio Mayrink Verdun, Dominik Stöger
2020 J jnl
On the robustness of noise-blind low-rank recovery from rank-one measurements.
CoRR
Felix Krahmer, Christian Kümmerle, Oleh Melnyk
2019 J jnl
On the geometry of polytopes generated by heavy-tailed random vectors.
CoRR
Olivier Guédon, Felix Krahmer, Christian Kümmerle, Shahar Mendelson, Holger Rauhut
2019 J jnl
The Oracle of DLphi.
CoRR
Dominik Alfke, Weston Baines, Jan Blechschmidt, Mauricio J. del Razo Sarmina, Amnon Drory, Dennis Elbrächter, Nando Farchmin, Matteo Gambara, Silke Glas, Philipp Grohs, Peter Hinz, Danijel Kivaranovic, Christian Kümmerle, Gitta Kutyniok, Sebastian Lunz, Jan MacDonald, Ryan Malthaner, Gregory Naisat, Ariel Neufeld, Philipp Christian Petersen, Rafael Reisenhofer, Jun-Da Sheng, Laura Thesing, Philipp Trunschke, Johannes von Lindheim, David Weber, Melanie Weber
2018 J jnl
Denoising and Completion of Structured Low-Rank Matrices via Iteratively Reweighted Least Squares.
CoRR
Christian Kümmerle, Claudio Mayrink Verdun
2018 J jnl
Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery.
J. Mach. Learn. Res.
Christian Kümmerle, Juliane Sigl
2017 J jnl
Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery.
CoRR
Christian Kümmerle, Juliane Sigl