matrix factorization

Semi-Discrete Social Recommendation (Student Abstract) AAAI 2021 Square Root Bundle Adjustment for Large-Scale Reconstruction CVPR 2021 SSMF: Shifting Seasonal Matrix Factorization NeurIPS 2021 STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization AAAI 2021 Streaming and Distributed Algorithms for Robust Column Subset Selection ICML 2021 Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting AAAI 2021 The Decoupled Extended Kalman Filter for Dynamic Exponential-Family Factorization Models JMLR 2021 Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach ICML 2021 Towards Resolving the Implicit Bias of Gradient Descent for Matrix Factorization: Greedy Low-Rank Learning ICLR 2021 Transfer Learning via Optimal Transportation for Integrative Cancer Patient Stratification IJCAI 2021 Tripartite Collaborative Filtering with Observability and Selection for Debiasing Rating Estimation on Missing-Not-at-Random Data AAAI 2021 Understanding the Dynamics of Gradient Flow in Overparameterized Linear models ICML 2021 Unique sparse decomposition of low rank matrices NeurIPS 2021 UNKs Everywhere: Adapting Multilingual Language Models to New Scripts EMNLP 2021 Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms ICLR 2021 Accelerated Factored Gradient Descent for Low-Rank Matrix Factorization AISTATS 2020 Adaptive Gradient Descent without Descent ICML 2020 Adaptive Two-Dimensional Embedded Image Clustering AAAI 2020 An Implicit Form of Krasulina's k-PCA Update without the Orthonormality Constraint AAAI 2020 A novel variational form of the Schatten-p quasi-norm NeurIPS 2020 A Survey on Representation Learning for User Modeling IJCAI 2020 CluHTM - Semantic Hierarchical Topic Modeling based on CluWords ACL 2020 Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group JMLR 2020 Contextualized Point-of-Interest Recommendation IJCAI 2020 Cornac: A Comparative Framework for Multimodal Recommender Systems JMLR 2020