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Matrix Factorization

383 directly classified papers

Papers per year

Papers

Scalable Robust Matrix Factorization with Nonconvex Loss NIPS 2018
Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes IJCAI 2018
Deep Multi-View Concept Learning IJCAI 2018
Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space CVPR 2018
Ranking Preserving Nonnegative Matrix Factorization IJCAI 2018
Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms NIPS 2018
Probabilistic Boolean Tensor Decomposition ICML 2018
Cascaded Low Rank and Sparse Representation on Grassmann Manifolds IJCAI 2018
High-Order Co-Clustering via Strictly Orthogonal and Symmetric L1-Norm Nonnegative Matrix Tri-Factorization IJCAI 2018
ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM INTERSPEECH 2018
Robust PCA by Manifold Optimization JMLR 2018
Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks INTERSPEECH 2018
Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery JMLR 2018
Low-rank Interaction with Sparse Additive Effects Model for Large Data Frames NIPS 2018
Canonical Tensor Decomposition for Knowledge Base Completion ICML 2018
MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling IJCAI 2018
Higher-order Relation Schema Induction using Tensor Factorization with Back-off and Aggregation ACL 2018
Tensorize, Factorize and Regularize: Robust Visual Relationship Learning CVPR 2018
Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering IJCAI 2018
Multispectral Image Intrinsic Decomposition via Subspace Constraint CVPR 2018
Gen-Oja: Simple & Efficient Algorithm for Streaming Generalized Eigenvector Computation NIPS 2018
Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers ICML 2018
DyNMF: Role Analytics in Dynamic Social Networks IJCAI 2018
Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow ICML 2018
Learning Signed Determinantal Point Processes through the Principal Minor Assignment Problem NIPS 2018