Effective Matrix Factorization for Recommendation with Local Differential Privacy

Science of Cyber Security - Lecture Notes in Computer Science ◽

10.1007/978-3-030-34637-9_18 ◽

2019 ◽

pp. 235-249

Author(s):

Hao Zhou ◽

Geng Yang ◽

Yahong Xu ◽

Weiya Wang

Keyword(s):

Matrix Factorization ◽

Differential Privacy ◽

Effective Matrix

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A Lightweight Matrix Factorization for Recommendation with Local Differential Privacy in Big Data

IEEE Transactions on Big Data ◽

10.1109/tbdata.2021.3139125 ◽

2021 ◽

pp. 1-1

Author(s):

Hao Zhou ◽

Geng Yang ◽

Yang Xiang ◽

Yunlu Bai ◽

Weiya Wang

Keyword(s):

Big Data ◽

Matrix Factorization ◽

Differential Privacy

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Applying Differential Privacy to Matrix Factorization

Proceedings of the 9th ACM Conference on Recommender Systems - RecSys '15 ◽

10.1145/2792838.2800173 ◽

2015 ◽

Author(s):

Arnaud Berlioz ◽

Arik Friedman ◽

Mohamed Ali Kaafar ◽

Roksana Boreli ◽

Shlomo Berkovsky

Keyword(s):

Matrix Factorization ◽

Differential Privacy

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Probabilistic matrix factorization with personalized differential privacy

Knowledge-Based Systems ◽

10.1016/j.knosys.2019.07.035 ◽

2019 ◽

Vol 183 ◽

pp. 104864 ◽

Author(s):

Shun Zhang ◽

Laixiang Liu ◽

Zhili Chen ◽

Hong Zhong

Keyword(s):

Matrix Factorization ◽

Differential Privacy ◽

Probabilistic Matrix Factorization

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A differential privacy framework for matrix factorization recommender systems

User Modeling and User-Adapted Interaction ◽

10.1007/s11257-016-9177-7 ◽

2016 ◽

Vol 26 (5) ◽

pp. 425-458 ◽

Author(s):

Arik Friedman ◽

Shlomo Berkovsky ◽

Mohamed Ali Kaafar

Keyword(s):

Recommender Systems ◽

Matrix Factorization ◽

Differential Privacy

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Privacy Enhanced Matrix Factorization for Recommendation with Local Differential Privacy

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2018.2805356 ◽

2018 ◽

Vol 30 (9) ◽

pp. 1770-1782 ◽

Author(s):

Hyejin Shin ◽

Sungwook Kim ◽

Junbum Shin ◽

Xiaokui Xiao

Keyword(s):

Matrix Factorization ◽

Differential Privacy

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Effective Matrix Factorization for Online Rating Prediction

Proceedings of the 50th Hawaii International Conference on System Sciences (2017) ◽

10.24251/hicss.2017.144 ◽

2017 ◽

Author(s):

Bowen Zhou ◽

Raymond Wong

Keyword(s):

Matrix Factorization ◽

Online Rating ◽

Rating Prediction ◽

Effective Matrix

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MFCC: An Efficient and Effective Matrix Factorization Model Based on Co-clustering

Communications in Computer and Information Science - Internet Multimedia Computing and Service ◽

10.1007/978-981-10-8530-7_35 ◽

2018 ◽

pp. 360-370

Author(s):

Wenjuan Yang ◽

Le Wu ◽

Xueliang Liu ◽

Chunxiao Fan

Keyword(s):

Matrix Factorization ◽

Model Based ◽

Factorization Model ◽

Effective Matrix

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Nonnegative Matrix Factorization and Document Classification

10.15368/theses.2015.110 ◽

2015 ◽

Author(s):

Stephen Calabrese

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Document Classification

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Clustering Algorithm for Unsupervised Monaural Musical Sound Separation Based on Non-negative Matrix Factorization

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e95.a.818 ◽

2012 ◽

Vol E95-A (4) ◽

pp. 818-823 ◽

Author(s):

Sang Ha PARK ◽

Seokjin LEE ◽

Koeng-Mo SUNG

Keyword(s):

Matrix Factorization ◽

Clustering Algorithm ◽

Musical Sound ◽

Sound Separation ◽

Non Negative Matrix Factorization

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Hyperspectral Unmixing with Rare Endmembers via Minimax Nonnegative Matrix Factorization

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287456 ◽

2021 ◽

Author(s):

Timothy Marrinan ◽

Nicolas Gillis

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Hyperspectral Unmixing

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