non-negative matrix factorization

A Relaxed Symmetric Non-negative Matrix Factorization Approach for Community Discovery (Extended Abstract) IJCAI 2025 Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics EMNLP 2025 Creating Coherence in Federated Non-Negative Matrix Factorization AAAI 2025 Enhancing Uncertainty Estimation and Interpretability with Bayesian Non-negative Decision Layer ICLR 2025 Get rid of your constraints and reparametrize: A study in NNLS and implicit bias AISTATS 2025 AdaLomo: Low-memory Optimization with Adaptive Learning Rate ACL 2024 An Autoencoder-Like Nonnegative Matrix Co-Factorization for Improved Student Cognitive Modeling NeurIPS 2024 Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing Interspeech 2024 FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing NeurIPS 2024 FFAM: Feature Factorization Activation Map for Explanation of 3D Detectors NeurIPS 2024 Historical Portrayal of Greek Tourism through Topic Modeling on International Newspapers EACL 2024 Non-negative Contrastive Learning ICLR 2024 Sparse NMF with Archetypal Regularization: Computational and Robustness Properties JMLR 2024 Statistically Optimal K-means Clustering via Nonnegative Low-rank Semidefinite Programming ICLR 2024 COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP ACL 2023 Joint Blind Source Separation and Dereverberation for Automatic Speech Recognition using Delayed-Subsource MNMF with Localization Prior Interspeech 2023 Orthogonal Non-negative Tensor Factorization based Multi-view Clustering NeurIPS 2023 Scale Invariant Power Iteration JMLR 2023 Unsupervised speech enhancement with deep dynamical generative speech and noise models Interspeech 2023 A Lightweight Yet Robust Approach to Textual Anomaly Detection COLING 2022 A sharp NMF result with applications in network modeling NeurIPS 2022 Efficiently Factorizing Boolean Matrices using Proximal Gradient Descent NeurIPS 2022 Fast Rank-1 NMF for Missing Data with KL Divergence AISTATS 2022 Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images IJCAI 2022 Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF NeurIPS 2022