Tensor Methods and Recommender Systems

19 March 2016

Papers citing "Tensor Methods and Recommender Systems"

14 / 14 papers shown

Title
Weighted Tensor Decompositions for Context-aware Collaborative Filtering Joey De Pauw Bart Goethals 63 0 0 11 Mar 2025
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation Hugo Lebeau Florent Chatelain Romain Couillet 47 3 0 05 Feb 2024
Sharp Analysis of Power Iteration for Tensor PCA Yuchen Wu Kangjie Zhou 42 0 0 02 Jan 2024
Dynamic Collaborative Filtering for Matrix- and Tensor-based Recommender Systems Albert Saiapin Ivan Oseledets Evgeny Frolov HAI 30 0 0 04 Dec 2023
Image Reconstruction using Superpixel Clustering and Tensor Completion Maame G. Asante-Mensah Anh-Huy Phan S. Ahmadi-Asl Z. Aghbari A. Cichocki SupR 40 7 0 16 May 2023
Data Leakage via Access Patterns of Sparse Features in Deep Learning-based Recommendation Systems H. Hashemi Wenjie Xiong Liu Ke Kiwan Maeng M. Annavaram G. E. Suh Hsien-Hsin S. Lee 32 6 0 12 Dec 2022
Tensor-based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations Evgeny Frolov Ivan Oseledets 13 6 0 12 Dec 2022
Error Analysis of Tensor-Train Cross Approximation Zhen Qin Alexander Lidiak Zhexuan Gong Gongguo Tang M. Wakin Zhihui Zhu 35 9 0 09 Jul 2022
Influence-guided Data Augmentation for Neural Tensor Completion Sejoon Oh Sungchul Kim Ryan A. Rossi Srijan Kumar 28 10 0 23 Aug 2021
Power Iteration for Tensor PCA Jiaoyang Huang Daniel Zhengyu Huang Qing Yang Guang Cheng 40 18 0 26 Dec 2020
Generalized Tensor Models for Recurrent Neural Networks Valentin Khrulkov Oleksii Hrinchuk Ivan Oseledets GNN 27 25 0 30 Jan 2019
On the Dimensionality of Embeddings for Sparse Features and Data Maxim Naumov 23 12 0 07 Jan 2019
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications Jongsoo Park Maxim Naumov Protonu Basu Summer Deng Aravind Kalaiah ... Lin Qiao Vijay Rao Nadav Rotem S. Yoo M. Smelyanskiy FedML GNN BDL 20 187 0 24 Nov 2018
Provable Convex Co-clustering of Tensors Eric C. Chi Brian R. Gaines W. Sun Hua Zhou Jian Yang 32 44 0 17 Mar 2018