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tucker decomposition

39 papers

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Co-occurring keywords

tensor decomposition (375) low-rank approximation (323) tensor factorization (90) low-rank tensor (44) tensor completion (64) tensor regression (19) knowledge graph completion (240) spectral initialization (13) scaled gradient descent (4) alternating least square (24)

Papers

Tensor Decomposition and Language Description for Open-Vocabulary Object Detection AAAI 2026
Tensorized Attention for Understanding Multi-Object Relationships AAAI 2025
Efficient Online Prediction for High-Dimensional Time Series via Joint Tensor Tucker Decomposition JMLR 2025
SPAC: Sparse Partitioning and Adaptive Core Tensor Pruning Model for Knowledge Graph Completion AAAI 2025
LoRID: Low-Rank Iterative Diffusion for Adversarial Purification AAAI 2025
Sample Efficient Learning of Factored Embeddings of Tensor Fields AISTATS 2024
The AL$\ell_0$CORE Tensor Decomposition for Sparse Count Data AISTATS 2024
More Efficient Estimation of Multivariate Additive Models Based on Tensor Decomposition and Penalization JMLR 2024
Geometry-aware training of factorized layers in tensor Tucker format NIPS 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
tntorch: Tensor Network Learning with PyTorch JMLR 2022
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements JMLR 2022
BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition AAAI 2022
Fast Algorithm for Low-Rank Tensor Completion in Delay-Embedded Space CVPR 2022
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion AISTATS 2022
Subquadratic Kronecker Regression with Applications to Tensor Decomposition NIPS 2022
Random Tensor Theory for Tensor Decomposition AAAI 2022
Bayesian streaming sparse Tucker decomposition UAI 2021
Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender Systems AAAI 2021
Personalized Response Generation with Tensor Factorization IJCNLP 2021
Fast and accurate randomized algorithms for low-rank tensor decompositions NIPS 2021
Incremental Multi-Domain Learning with Network Latent Tensor Factorization AAAI 2020
Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting AAAI 2020
Compact Autoregressive Network AAAI 2020