matrix factorization

Efficient Spectrum-Revealing CUR Matrix Decomposition AISTATS 2020 Eliminating the Invariance on the Loss Landscape of Linear Autoencoders ICML 2020 Error Estimation for Sketched SVD via the Bootstrap ICML 2020 Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback AAAI 2020 Gromov-Wasserstein Factorization Models for Graph Clustering AAAI 2020 Implicit Regularization in Deep Learning May Not Be Explainable by Norms NeurIPS 2020 Inertial Block Proximal Methods for Non-Convex Non-Smooth Optimization ICML 2020 Input-Sparsity Low Rank Approximation in Schatten Norm ICML 2020 Interpretable Multimodal Learning for Intelligent Regulation in Online Payment Systems IJCAI 2020 Kernel and Rich Regimes in Overparametrized Models COLT 2020 LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression COLING 2020 Layerwise Sparse Coding for Pruned Deep Neural Networks with Extreme Compression Ratio AAAI 2020 Learning Data-adaptive Non-parametric Kernels JMLR 2020 Learning Feature Sparse Principal Subspace NeurIPS 2020 Matrix Inference and Estimation in Multi-Layer Models NeurIPS 2020 Minimax Rank-$1$ Matrix Factorization AISTATS 2020 Non-Rigid Structure from Motion: Prior-Free Factorization Method Revisited WACV 2020 On the Equivalence between Positional Node Embeddings and Structural Graph Representations ICLR 2020 Optimal Estimation of Sparse Topic Models JMLR 2020 Population Location and Movement Estimation through Cross-domain Data Analysis IJCAI 2020 Provable Convex Co-clustering of Tensors JMLR 2020 Provable Online CP/PARAFAC Decomposition of a Structured Tensor via Dictionary Learning NeurIPS 2020 Rank and run-time aware compression of NLP Applications EMNLP 2020 Rethinking Topic Modelling: From Document-Space to Term-Space EMNLP 2020 Revisiting Bilinear Pooling: A Coding Perspective AAAI 2020