matrix factorization

BlockEcho: Retaining Long-Range Dependencies for Imputing Block-Wise Missing Data IJCAI 2024 Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion NeurIPS 2024 Correlated Noise Provably Beats Independent Noise for Differentially Private Learning ICLR 2024 Efficient Federated Multi-View Clustering with Integrated Matrix Factorization and K-Means IJCAI 2024 Efficient Leverage Score Sampling for Tensor Train Decomposition NeurIPS 2024 Efficient Low-Dimensional Compression of Overparameterized Models AISTATS 2024 Embedded Feature Selection on Graph-Based Multi-View Clustering AAAI 2024 Equivalence between Graph Spectral Clustering and Column Subset Selection (Student Abstract) AAAI 2024 ESPACE: Dimensionality Reduction of Activations for Model Compression NeurIPS 2024 Federated Recommendation with Additive Personalization ICLR 2024 Fine-Grained Bipartite Concept Factorization for Clustering CVPR 2024 Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing NeurIPS 2024 Gradient descent in matrix factorization: Understanding large initialization UAI 2024 Guaranteed Nonconvex Factorization Approach for Tensor Train Recovery JMLR 2024 Identifying Selections for Unsupervised Subtask Discovery NeurIPS 2024 Improved Communication-Privacy Trade-offs in L_2 Mean Estimation under Streaming Differential Privacy ICML 2024 Improving Temporal Link Prediction via Temporal Walk Matrix Projection NeurIPS 2024 Invariant subspaces and PCA in nearly matrix multiplication time NeurIPS 2024 Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation ICML 2024 Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis AAAI 2024 Linear Time Approximation Algorithm for Column Subset Selection with Local Search NeurIPS 2024 Low-Rank Prune-And-Factorize for Language Model Compression COLING 2024 Noisy Label Learning with Instance-Dependent Outliers: Identifiability via Crowd Wisdom NeurIPS 2024 On Socially Fair Low-Rank Approximation and Column Subset Selection NeurIPS 2024 Provable Acceleration of Nesterov's Accelerated Gradient for Asymmetric Matrix Factorization and Linear Neural Networks NeurIPS 2024