Výsledky vyhledávání - randomized DP matrix factorization algorithm*

Relaxation-assisted reverse annealing on nonnegative/binary matrix factorization.

Autoři: Haba, Renichiro Ohzeki, Masayuki Tanaka, Kazuyuki

Zdroj: PLoS ONE; 7/3/2025, Vol. 20 Issue 7, p1-16, 16p

Témata: QUANTUM annealing, MATRIX decomposition, LINEAR programming, COMBINATORIAL optimization, QUANTUM theory

A Normative Approach to Privacy-Preserving Recommender Systems: Integrating Matrix Factorization and Genetic Algorithms.

Autoři: He, Ming Hu, Sheng

Zdroj: International Journal of Intelligent Systems; 9/4/2023, p1-14, 14p

Témata: MATRIX decomposition, GENETIC algorithms, PRIVACY, ALGORITHMS, NOISE, RECOMMENDER systems

Privacy-preserving non-negative matrix factorization for decentralized-data using correlated noise.

Autoři: Imtiaz, Hafiz Karmakar, Tusher Mohanta, Protoye Kumar

Zdroj: Signal, Image & Video Processing; Apr2025, Vol. 19 Issue 4, p1-16, 16p

Federated Multimedia Recommendation Systems with Privacy Protection

Autoři: Chang, Shih Yu Wu, Hsiao Chun Yan, Kun a další

Zdroj: Faculty Publications

Témata: collaborative filtering, differential privacy (DP), Federated multimedia recommendation system (FeMRS), matrix sketching, personalized dimensionalityreduction algorithm, randomized DP matrix factorization algorithm

Relation: https://repository.lsu.edu/eecs_pubs/1956

Dostupnost: https://repository.lsu.edu/eecs_pubs/1956
https://doi.org/10.1109/BMSB62888.2024.10608307

Privacy-Preserving Non-Negative Matrix Factorization with Outliers.

Autoři: Saha, Swapnil Imtiaz, Hafiz

Zdroj: ACM Transactions on Knowledge Discovery from Data; Apr2024, Vol. 18 Issue 3, p1-26, 26p

Témata: MATRIX decomposition, NONNEGATIVE matrices, MACHINE learning, PRIVACY

Discriminative shapelet learning via temporal clustering and matrix factorization.

Autoři: Chen, Bo Fang, Min Wang, GuiZhi

Zdroj: Applied Intelligence; Oct2024, Vol. 54 Issue 19, p9345-9362, 18p

Témata: MACHINE learning, MATRIX decomposition, TIME series analysis, CLASSIFICATION, ALGORITHMS

Randomized Algorithms for Orthogonal Nonnegative Matrix Factorization.

Autoři: Chen, Yong-Yong Xu, Fang-Fang

Zdroj: Journal of the Operations Research Society of China; Jun2023, Vol. 11 Issue 2, p327-345, 19p

Privacy-preserving matrix factorization for recommendation systems using Gaussian mechanism and functional mechanism.

Autoři: Mugdho, Sohan Salahuddin Imtiaz, Hafiz

Zdroj: International Journal of Machine Learning & Cybernetics; Dec2024, Vol. 15 Issue 12, p5745-5763, 19p

Node Embedding Preserving Graph Summarization.

Autoři: Zhou, Houquan Liu, Shenghua Shen, Huawei a další

Zdroj: ACM Transactions on Knowledge Discovery from Data; Jul2024, Vol. 18 Issue 6, p1-19, 19p

Témata: FACTORIZATION, HIERARCHICAL clustering (Cluster analysis)

Initialization for non-negative matrix factorization: a comprehensive review.

Autoři: Fathi Hafshejani, Sajad Moaberfard, Zahra

Zdroj: International Journal of Data Science & Analytics; Jun2023, Vol. 16 Issue 1, p119-134, 16p

Efficient Federated Matrix Factorization Against Inference Attacks.

Autoři: DI CHAI LEYE WANG KAI CHEN a další

Zdroj: ACM Transactions on Intelligent Systems & Technology; Aug2022, Vol. 13 Issue 4, p1-20, 20p

Témata: MATRIX decomposition, RECOMMENDER systems, INFORMATION resources management

An alternating direction and projection algorithm for structure-enforced matrix factorization.

Autoři: Xu, Lijun Yu, Bo Zhang, Yin

Zdroj: Computational Optimization & Applications; Nov2017, Vol. 68 Issue 2, p333-362, 30p

Témata: FACTORIZATION, MATRICES (Mathematics), MATHEMATICAL models, MACHINE learning, SIGNAL processing

Quasi Non-Negative Quaternion Matrix Factorization with Application to Color Face Recognition.

Autoři: Ke, Yifen Ma, Changfeng Jia, Zhigang a další

Zdroj: Journal of Scientific Computing; May2023, Vol. 95 Issue 2, p1-33, 33p

ID-SR: Privacy-Preserving Social Recommendation Based on Infinite Divisibility for Trustworthy AI.

Autoři: Cui, Jingyi Xu, Guangquan Liu, Jian a další

Zdroj: ACM Transactions on Knowledge Discovery from Data; Aug2024, Vol. 18 Issue 7, p1-25, 25p

Témata: TRUST, ARTIFICIAL intelligence, LAPLACE distribution, MATRIX decomposition, RECOMMENDER systems, ECOSYSTEM services

Federated privacy-preserving collaborative filtering for on-device next app prediction.

Autoři: Saiapin, Albert Balitskiy, Gleb Bershatsky, Daniel a další

Zdroj: User Modeling & User-Adapted Interaction; Sep2024, Vol. 34 Issue 4, p1369-1398, 30p

Témata: FEDERATED learning, MATRIX decomposition, SEQUENTIAL learning, USER experience, DATA protection

Robust vertex enumeration for convex hulls in high dimensions.

Autoři: Awasthi, Pranjal Kalantari, Bahman Zhang, Yikai

Zdroj: Annals of Operations Research; Dec2020, Vol. 295 Issue 1, p37-73, 37p

Témata: APPLIED mathematics, ALGORITHMS, NONNEGATIVE matrices, INFORMATION storage & retrieval systems, MATRIX decomposition

Motion-Aware Structured Matrix Factorization for Foreground Detection in Complex Scenes.

Autoři: LIN ZHU XIURONG JIANG JIANING LI a další

Zdroj: ACM Transactions on Multimedia Computing, Communications & Applications; Dec2020, Vol. 16 Issue 4, p1-23, 23p

Témata: MATRIX decomposition, COMPUTER vision, PROBLEM solving, APPLICATION software, LAGRANGE multiplier, MONOTONE operators

A Privacy-Preserving Time-Aware Method for Next POI Recommendation.

Autoři: Fan, Jianyong Pan, Chenxi Geng, Yue a další

Zdroj: Electronics (2079-9292); Aug2023, Vol. 12 Issue 15, p3208, 19p

Témata: MATRIX decomposition, BUDGET, SPECTRUM analysis, PRIVACY

Matrix factorization for biomedical link prediction and scRNA-seq data imputation: an empirical survey.

Autoři: Ou-Yang, Le Lu, Fan Zhang, Zi-Chao a další

Zdroj: Briefings in Bioinformatics; Jan2022, Vol. 23 Issue 1, p1-16, 16p

Témata: MATRIX decomposition, FACTORIZATION, FORECASTING, RNA sequencing, DATA analysis

A Sparse Dimensionality Reduction Approach Based on False Nearest Neighbors for Nonlinear Fault Detection.

Autoři: Yi, Jun Wu, Ling Zhou, Wei a další

Zdroj: IEEE Transactions on Systems, Man & Cybernetics. Systems; Aug2021, Vol. 51 Issue 1, p4980-4992, 13p

Témata: NONNEGATIVE matrices, MATRIX decomposition, MANUFACTURING processes, LINEAR programming, FALSE alarms