Analysis of the Optimization Landscapes for Overcomplete Representation
Learning

Analysis of the Optimization Landscapes for Overcomplete Representation Learning

5 December 2019

Qing Qu

Papers citing "Analysis of the Optimization Landscapes for Overcomplete Representation Learning"

7 / 7 papers shown

Title
Sparse Autoencoders Find Highly Interpretable Features in Language Models Hoagy Cunningham Aidan Ewart Logan Riggs R. Huben Lee Sharkey MILM 23 327 0 15 Sep 2023
On Quantum Speedups for Nonconvex Optimization via Quantum Tunneling Walks Yizhou Liu Weijie J. Su Tongyang Li 8 17 0 29 Sep 2022
A Geometric Approach to $k$ -means Jia-Yu Hong Wei Qian Yudong Chen Yuqian Zhang 16 2 0 13 Jan 2022
An Unconstrained Layer-Peeled Perspective on Neural Collapse Wenlong Ji Yiping Lu Yiliang Zhang Zhun Deng Weijie J. Su 114 65 0 06 Oct 2021
Unique sparse decomposition of low rank matrices Dian Jin Xin Bing Yuqian Zhang 12 4 0 14 Jun 2021
From Symmetry to Geometry: Tractable Nonconvex Problems Yuqian Zhang Qing Qu John N. Wright 20 41 0 14 Jul 2020
Dictionary learning -- from local towards global and adaptive Marie Christine Pali Karin Schnass CLL 11 5 0 19 Apr 2018