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Statistical mechanics of low-rank tensor decomposition

Statistical mechanics of low-rank tensor decomposition

23 October 2018
Jonathan Kadmon
Surya Ganguli
ArXiv (abs)PDFHTML

Papers citing "Statistical mechanics of low-rank tensor decomposition"

5 / 5 papers shown
Computational Thresholds in Multi-Modal Learning via the Spiked Matrix-Tensor Model
Computational Thresholds in Multi-Modal Learning via the Spiked Matrix-Tensor Model
Hugo Tabanelli
Pierre Mergny
Lenka Zdeborová
Florent Krzakala
208
1
0
03 Jun 2025
Large-Scale Bayesian Tensor Reconstruction: An Approximate Message Passing Solution
Large-Scale Bayesian Tensor Reconstruction: An Approximate Message Passing Solution
Bingyang Cheng
Zhongtao Chen
Yichen Jin
Hao Zhang
Chen Zhang
Edmud Y. Lam
Yik-Chung Wu
198
0
0
22 May 2025
Optimal thresholds and algorithms for a model of multi-modal learning in high dimensions
Optimal thresholds and algorithms for a model of multi-modal learning in high dimensions
Christian Keup
Lenka Zdeborová
440
4
0
03 Jul 2024
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation
Hugo Lebeau
Florent Chatelain
Romain Couillet
510
4
0
05 Feb 2024
Tensor Decomposition Bounds for TBM-Based Massive Access
Tensor Decomposition Bounds for TBM-Based Massive AccessInternational Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2021
Alexis Decurninge
Ingmar Land
M. Guillaud
101
9
0
03 Nov 2021
1
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