conftrace_

non-negative matrix factorization

100 papers

Explore in graph

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

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics EMNLP 2025
A Relaxed Symmetric Non-negative Matrix Factorization Approach for Community Discovery (Extended Abstract) IJCAI 2025
Creating Coherence in Federated Non-Negative Matrix Factorization AAAI 2025
Historical Portrayal of Greek Tourism through Topic Modeling on International Newspapers EACL 2024
AdaLomo: Low-memory Optimization with Adaptive Learning Rate ACL 2024
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing INTERSPEECH 2024
FFAM: Feature Factorization Activation Map for Explanation of 3D Detectors NIPS 2024
Unsupervised speech enhancement with deep dynamical generative speech and noise models INTERSPEECH 2023
Scale Invariant Power Iteration JMLR 2023
Orthogonal Non-negative Tensor Factorization based Multi-view Clustering NIPS 2023
COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP ACL 2023
A Lightweight Yet Robust Approach to Textual Anomaly Detection COLING 2022
Speaker Trait Enhancement for Cochlear Implant Users: A Case Study for Speaker Emotion Perception INTERSPEECH 2022
Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images IJCAI 2022
Fast Rank-1 NMF for Missing Data with KL Divergence AISTATS 2022
Efficiently Factorizing Boolean Matrices using Proximal Gradient Descent NIPS 2022
A sharp NMF result with applications in network modeling NIPS 2022
Unsupervised Learning under Latent Label Shift NIPS 2022
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF NIPS 2022
Neighborhood Structure Assisted Non-negative Matrix Factorization and Its Application in Unsupervised Point-wise Anomaly Detection JMLR 2021
Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors AAAI 2021
One-Pass Multi-View Clustering for Large-Scale Data ICCV 2021
Characterizing the Loss Landscape in Non-Negative Matrix Factorization AAAI 2021
Transfer Learning via Optimal Transportation for Integrative Cancer Patient Stratification IJCAI 2021
Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders JMLR 2021