tucker decomposition

Efficient frequent directions algorithms for approximate decomposition of matrices and higher-order tensors JMLR 2026 QuadSync: Quadrifocal Tensor Synchronization via Tucker Decomposition CVPR 2026 Tensor Decomposition and Language Description for Open-Vocabulary Object Detection AAAI 2026 Efficient Online Prediction for High-Dimensional Time Series via Joint Tensor Tucker Decomposition JMLR 2025 Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement ICLR 2025 LoRID: Low-Rank Iterative Diffusion for Adversarial Purification AAAI 2025 SPAC: Sparse Partitioning and Adaptive Core Tensor Pruning Model for Knowledge Graph Completion AAAI 2025 Tensorized Attention for Understanding Multi-Object Relationships AAAI 2025 Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data ICLR 2024 Geometry-aware training of factorized layers in tensor Tucker format NeurIPS 2024 More Efficient Estimation of Multivariate Additive Models Based on Tensor Decomposition and Penalization JMLR 2024 Sample Efficient Learning of Factored Embeddings of Tensor Fields AISTATS 2024 The ALℓ_0CORE Tensor Decomposition for Sparse Count Data AISTATS 2024 Approximately Optimal Core Shapes for Tensor Decompositions ICML 2023 Low-rank Tensor Estimation via Riemannian Gauss-Newton: Statistical Optimality and Second-Order Convergence JMLR 2023 BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition AAAI 2022 Exploring extreme parameter compression for pre-trained language models ICLR 2022 Fast Algorithm for Low-Rank Tensor Completion in Delay-Embedded Space CVPR 2022 Random Tensor Theory for Tensor Decomposition AAAI 2022 Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion AISTATS 2022 Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements JMLR 2022 Subquadratic Kronecker Regression with Applications to Tensor Decomposition NeurIPS 2022 tntorch: Tensor Network Learning with PyTorch JMLR 2022 Bayesian streaming sparse Tucker decomposition UAI 2021 Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender Systems AAAI 2021