matrix factorization

Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition EMNLP 2023 Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings NeurIPS 2023 Fast (1+ε)-Approximation Algorithms for Binary Matrix Factorization ICML 2023 Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy NeurIPS 2023 Graphically Structured Diffusion Models ICML 2023 Handling Learnwares Developed from Heterogeneous Feature Spaces without Auxiliary Data IJCAI 2023 Kissing to Find a Match: Efficient Low-Rank Permutation Representation NeurIPS 2023 KrADagrad: Kronecker approximation-domination gradient preconditioned stochastic optimization UAI 2023 Learning Preconditioners for Conjugate Gradient PDE Solvers ICML 2023 Light Source Separation and Intrinsic Image Decomposition Under AC Illumination CVPR 2023 Mixed Regression via Approximate Message Passing JMLR 2023 Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning ICML 2023 Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices JMLR 2023 Multivariate Time-series Imputation with Disentangled Temporal Representations ICLR 2023 One-sided Matrix Completion from Two Observations Per Row ICML 2023 Preconditioned Gradient Descent for Overparameterized Nonconvex Burer--Monteiro Factorization with Global Optimality Certification JMLR 2023 Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent NeurIPS 2023 Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching JMLR 2023 Projected Tensor Power Method for Hypergraph Community Recovery ICML 2023 Re-ReND: Real-Time Rendering of NeRFs across Devices ICCV 2023 Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models EACL 2023 Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization ACL 2023 Toward Job Recommendation for All IJCAI 2023 Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model NeurIPS 2023 A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations AAAI 2022