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Boolean Matrix Factorization and Noisy Completion via Message Passing

28 September 2015

Papers citing "Boolean Matrix Factorization and Noisy Completion via Message Passing"

21 / 21 papers shown

Title
Adaptive Data-Knowledge Alignment in Genetic Perturbation Prediction Yuanfang Xiang Lun Ai 36 0 0 01 Oct 2025
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing PerspectiveNeural Information Processing Systems (NeurIPS), 2022 Yihong Chen Pushkar Mishra Luca Franceschi Pasquale Minervini Pontus Stenetorp Sebastian Riedel 525 23 0 17 Jan 2025
Structured Neural Networks for Density Estimation and Causal InferenceNeural Information Processing Systems (NeurIPS), 2023 Asic Q. Chen Ruian Shi Xiang Gao Ricardo Baptista Rahul G. Krishnan CML TPM 159 8 0 03 Nov 2023
Efficiently Factorizing Boolean Matrices using Proximal Gradient DescentNeural Information Processing Systems (NeurIPS), 2023 Sebastian Dalleiger Jilles Vreeken 184 7 0 14 Jul 2023
$Fast $(1+\varepsilon)$-Approximation Algorithms for Binary Matrix Factorization$ Fast $(1+\varepsilon)$ -Approximation Algorithms for Binary Matrix FactorizationInternational Conference on Machine Learning (ICML), 2023 A. Velingker Maximilian Vötsch David P. Woodruff Samson Zhou 147 4 0 02 Jun 2023
Learning noisy-OR Bayesian Networks with Max-Product Belief PropagationInternational Conference on Machine Learning (ICML), 2023 Antoine Dedieu Guangyao Zhou Dileep George Miguel Lazaro-Gredilla BDL 140 2 0 31 Jan 2023
Boolean Matrix Factorization via Nonnegative Auxiliary OptimizationIEEE Access (IEEE Access), 2021 Duc P. Truong E. Skau Derek DeSantis Boian Alexandrov 113 7 0 08 Jun 2021
Symmetric Sparse Boolean Matrix Factorization and ApplicationsInformation Technology Convergence and Services (ITCS), 2021 Sitan Chen Zhao Song Runzhou Tao Ruizhe Zhang 249 5 0 02 Feb 2021
Biclustering and Boolean Matrix Factorization in Data StreamsProceedings of the VLDB Endowment (PVLDB), 2020 S. Neumann Pauli Miettinen 181 6 0 05 Dec 2020
Recent Developments in Boolean Matrix FactorizationInternational Joint Conference on Artificial Intelligence (IJCAI), 2020 Pauli Miettinen S. Neumann 152 48 0 05 Dec 2020
Binary matrix factorization on special purpose hardwarePLoS ONE (PLOS ONE), 2020 Osman Asif Malik Hayato Ushijima-Mwesigwa Arnab Roy Avradip Mandal Indradeep Ghosh 118 5 0 17 Oct 2020
Geometric All-Way Boolean Tensor DecompositionNeural Information Processing Systems (NeurIPS), 2020 Changlin Wan Wennan Chang Tong Zhao Sha Cao Fangqiu Yi 102 4 0 31 Jul 2020
Fast And Efficient Boolean Matrix Factorization By Geometric SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2019 Changlin Wan Wennan Chang Tong Zhao Mengya Li Sha Cao Fangqiu Yi 100 22 0 09 Sep 2019
Identifiability of Hierarchical Latent Attribute ModelsStatistica sinica (Stat. Sinica), 2019 Yuqi Gu Gongjun Xu 278 10 0 19 Jun 2019
Noisy and Incomplete Boolean Matrix Factorizationvia Expectation Maximization Lifan Liang Songjian Lu 112 4 0 29 May 2019
Boolean matrix factorization meets consecutive ones property Nikolaj Tatti Pauli Miettinen 109 5 0 17 Jan 2019
TensOrMachine: Probabilistic Boolean Tensor Decomposition Tammo Rukat Chris C. Holmes C. Yau 68 4 0 11 May 2018
Binary Matrix Factorization via Dictionary Learning Ignacio Francisco Ramírez Paulino 73 2 0 16 Apr 2018
$Approximation Algorithms for $\ell_0$-Low Rank Approximation$ Approximation Algorithms for $\ell_0$ -Low Rank Approximation K. Bringmann Pavel Kolev David P. Woodruff 122 13 0 30 Oct 2017
Bayesian Boolean Matrix FactorisationInternational Conference on Machine Learning (ICML), 2017 Tammo Rukat Chris C. Holmes Michalis K. Titsias C. Yau 173 34 0 20 Feb 2017
Hierarchical compositional feature learning Miguel Lazaro-Gredilla Yi Liu D. Phoenix Dileep George BDL OCL 137 13 0 07 Nov 2016