Song Recommendation with Non-Negative Matrix Factorization and Graph
Total Variation

v1v2 (latest)

Song Recommendation with Non-Negative Matrix Factorization and Graph Total Variation

8 January 2016

Vassilis Kalofolias

P. Vandergheynst

ArXiv (abs)PDF HTML

Papers citing "Song Recommendation with Non-Negative Matrix Factorization and Graph Total Variation"

15 / 15 papers shown

Title
Spectrally Pruned Gaussian Fields with Neural Compensation Runyi Yang Zhenxin Zhu Zhou Jiang Baijun Ye Xiaoxue Chen Yifei Zhang Yuantao Chen Jian Zhao Hao Zhao 3DGS 105 17 0 01 May 2024
Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution Chao Chen Haoyu Geng Gang Zeng Zhaobing Han Hua Chai Xiaokang Yang Junchi Yan 30 2 0 08 Feb 2023
Automating Nearest Neighbor Search Configuration with Constrained Optimization Philip Sun Ruiqi Guo Surinder Kumar 62 7 0 04 Jan 2023
Towards Proper Contrastive Self-supervised Learning Strategies For Music Audio Representation Jeong-Eun Choi Seongwon Jang Hyunsouk Cho Sehee Chung SSL 48 6 0 10 Jul 2022
Embedding Ranking-Oriented Recommender System Graphs Taher Hekmatfar Saman Haratizadeh S. Goliaei 37 7 0 31 Jul 2020
Multi-way Graph Signal Processing on Tensors: Integrative analysis of irregular geometries Jay S. Stanley III Eric C. Chi Zhengchao Wan 59 24 0 30 Jun 2020
Optimization of Graph Total Variation via Active-Set-based Combinatorial Reconditioning Zhenzhang Ye Thomas Möllenhoff Tao Wu Daniel Cremers 8 3 0 27 Feb 2020
Deep Latent Factor Model for Collaborative Filtering Aanchal Mongia Neha Jhamb Émilie Chouzenoux A. Majumdar BDL FedML GNN 42 36 0 10 Dec 2019
SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System Khalil Damak O. Nasraoui 27 6 0 25 Jun 2019
Combinatorial Preconditioners for Proximal Algorithms on Graphs Thomas Möllenhoff Zhenzhang Ye Tao Wu Daniel Cremers AI4CE 15 2 0 16 Jan 2018
Large Scale Graph Learning from Smooth Signals Vassilis Kalofolias Nathanael Perraudin 99 82 0 16 Oct 2017
Graph Based Recommendations: From Data Representation to Feature Extraction and Application Amit Tiroshi T. Kuflik S. Berkovsky M. Kâafar 28 4 0 05 Jul 2017
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks Federico Monti M. Bronstein Xavier Bresson GNN 196 522 0 22 Apr 2017
Low-Rank Matrices on Graphs: Generalized Recovery & Applications N. Shahid Nathanael Perraudin P. Vandergheynst 73 1 0 18 May 2016
Fast Robust PCA on Graphs N. Shahid Nathanael Perraudin Vassilis Kalofolias Gilles Puy P. Vandergheynst 109 110 0 29 Jul 2015