Approximately Optimal Core Shapes for Tensor Decompositions

Approximately Optimal Core Shapes for Tensor Decompositions

8 February 2023

Mehrdad Ghadiri

Matthew Fahrbach

Vahab Mirrokni

Papers citing "Approximately Optimal Core Shapes for Tensor Decompositions"

6 / 6 papers shown

Title
GeoLoRA: Geometric integration for parameter efficient fine-tuning Steffen Schotthöfer Emanuele Zangrando Gianluca Ceruti Francesco Tudisco J. Kusch AI4CE 26 1 0 24 Oct 2024
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective Yu-Bang Zheng Xile Zhao Junhua Zeng Chao Li Qianchuan Zhao Heng-Chao Li Ting-Zhu Huang 15 6 0 24 May 2023
Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations Chong Li Junhua Zeng Chunmei Li C. Caiafa Qianchuan Zhao 20 13 0 25 Apr 2023
Subquadratic Kronecker Regression with Applications to Tensor Decomposition Matthew Fahrbach Thomas Fu Mehrdad Ghadiri 35 15 0 11 Sep 2022
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees Osman Asif Malik 36 14 0 14 Oct 2021
Tensor Decomposition for Signal Processing and Machine Learning N. Sidiropoulos L. De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos 105 1,342 0 06 Jul 2016