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20192025
most citedSample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization

1 citations · 2 across the 5 of their papers we have counts for

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quant-ph2025

Approximate Message Passing for Quantum State Tomography

Noah Siekierski, Kausthubh Chandramouli, Christian Kümmerle +2

Quantum state tomography (QST) is an indispensable tool for characterizing many-body quantum systems. However, due to the exponential scaling of the cost of the protocol with syste…

cs.LG2025

Q3R: Quadratic Reweighted Rank Regularizer for Effective Low-Rank Training

Ipsita Ghosh, Ethan Nguyen, Christian Kümmerle

Parameter-efficient training based on low-rank optimization has become a highly successful tool for fine-tuning large deep learning models. However, these methods often fail for lo…