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non-negative matrix factorization

100 papers

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Co-occurring keywords

speech enhancement (581) unsupervised learning (3264) matrix factorization (529) topic modeling (461) matrix decomposition (119) nonnegative matrix factorization (58) blind source separation (62) dictionary learning (277) optimal transport (948) dimensionality reduction (720)

Papers

Neighborhood Structure Assisted Non-negative Matrix Factorization and Its Application in Unsupervised Point-wise Anomaly Detection JMLR 2021
Transfer Learning via Optimal Transportation for Integrative Cancer Patient Stratification IJCAI 2021
Approximation Algorithms for Orthogonal Non-negative Matrix Factorization AISTATS 2021
Characterizing the Loss Landscape in Non-Negative Matrix Factorization AAAI 2021
ScanMap: Supervised Confounding Aware Non-negative Matrix Factorization for Polygenic Risk Modeling MLHC 2020
A Spatial Missing Value Imputation Method for Multi-view Urban Statistical Data IJCAI 2020
Nonparallel Training of Exemplar-Based Voice Conversion System Using INCA-Based Alignment Technique INTERSPEECH 2020
Ordinal Non-negative Matrix Factorization for Recommendation ICML 2020
COVID-19 Literature Topic-Based Search via Hierarchical NMF EMNLP 2020
NMF Ensembles? Not for Text Summarization! EMNLP 2020
Visual Tactile Fusion Object Clustering AAAI 2020
An NMF-HMM Speech Enhancement Method Based on Kullback-Leibler Divergence INTERSPEECH 2020
Online matrix factorization for Markovian data and applications to Network Dictionary Learning JMLR 2020
A Quantum-inspired Classical Algorithm for Separable Non-negative Matrix Factorization IJCAI 2019
Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data ICML 2019
Feature Sampling Based Unsupervised Semantic Clustering for Real Web Multi-View Content AAAI 2019
Pseudo Supervised Matrix Factorization in Discriminative Subspace IJCAI 2019
Cross-Corpus Speech Emotion Recognition Using Semi-Supervised Transfer Non-Negative Matrix Factorization with Adaptation Regularization INTERSPEECH 2019
Learning Distributions Generated by One-Layer ReLU Networks NIPS 2019
Greedy Orthogonal Pivoting Algorithm for Non-Negative Matrix Factorization ICML 2019
A Particle-Based Variational Approach to Bayesian Non-negative Matrix Factorization JMLR 2019
Robust Vertex Enumeration for Convex Hulls in High Dimensions AISTATS 2018
Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization IJCAI 2018
DyNMF: Role Analytics in Dynamic Social Networks IJCAI 2018
Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection NAACL 2018