Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points

15 February 2023

Igor Molybog

Somayeh Sojoudi

Papers citing "Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points"

3 / 3 papers shown

Title
Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses Ziye Ma Ying Chen Javad Lavaei Somayeh Sojoudi 33 1 0 10 Mar 2024
Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing Ziye Ma Javad Lavaei Somayeh Sojoudi 45 2 0 24 Oct 2023
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 261 4,489 0 23 Jan 2020