Title
Quantum Machine Learning in Precision Medicine and Drug Discovery -- A Game Changer for Tailored Treatments? Markus Bertl Alan Mott Salvatore Sinno Bhavika Bhalgamiya 91 0 0 25 Feb 2025
Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition Tobias Weber Jakob Dexl David Rügamer Michael Ingrisch MedIm 50 2 0 15 Apr 2024
Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm Leo Zhou Joao Basso Song Mei 22 3 0 29 Feb 2024
Tensor Decomposition for Model Reduction in Neural Networks: A Review Xingyi Liu Keshab K. Parhi 56 12 0 26 Apr 2023
A non-backtracking method for long matrix and tensor completion Ludovic Stephan Yizhe Zhu 87 7 0 04 Apr 2023
Average-Case Complexity of Tensor Decomposition for Low-Degree Polynomials Alexander S. Wein 51 9 0 10 Nov 2022
BERTopic: Neural topic modeling with a class-based TF-IDF procedure M. Grootendorst 87 1,443 0 11 Mar 2022
Multi-Slice Low-Rank Tensor Decomposition Based Multi-Atlas Segmentation: Application to Automatic Pathological Liver CT Segmentation Changfa Shi Min Xian Xiancheng Zhou Haotian Wang Heng-Da Cheng 46 16 0 24 Feb 2021
Variational Quantum Singular Value Decomposition Xin Wang Zhixin Song Youle Wang DRL 70 66 0 03 Jun 2020
Tensor Clustering with Planted Structures: Statistical Optimality and Computational Limits Yuetian Luo Anru R. Zhang 77 44 0 21 May 2020
Classical and Quantum Algorithms for Tensor Principal Component Analysis M. Hastings 22 17 0 30 Jul 2019
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality Miaoyan Wang Lexin Li 51 35 0 13 Nov 2018
A Tensor Factorization Method for 3D Super-Resolution with Application to Dental CT Janka Hatvani Adrian Basarab J. Tourneret M. Gyöngy Denis Kouamé MedIm 13 42 0 26 Jul 2018
Introduction to Tensor Decompositions and their Applications in Machine Learning Stephan Rabanser Oleksandr Shchur Stephan Günnemann AI4CE 32 206 0 29 Nov 2017
TensorLy: Tensor Learning in Python Jean Kossaifi Yannis Panagakis Anima Anandkumar Maja Pantic 54 352 0 29 Oct 2016
Tensor Decomposition for Signal Processing and Machine Learning N. Sidiropoulos L. De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos 140 1,351 0 06 Jul 2016
Tensor Analysis and Fusion of Multimodal Brain Images E. Karahan Pedro A. Rojas-Lopez M. Bringas-Vega P. Valdes-Hernandez P. Valdés-Sosa 55 75 0 19 Jun 2015
A statistical model for tensor PCA Andrea Montanari E. Richard 35 259 0 04 Nov 2014