conftrace_

tensor train decomposition

10 papers

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Co-occurring keywords

tensor decomposition (375) low-rank approximation (323) model compression (3302) leverage score sampling (22) alternating least square (24) canonical form (8) least-square problem (1) deep kernel (16) spectral parameterization (3) tucker decomposition (39)

Papers

Efficient Leverage Score Sampling for Tensor Train Decomposition NIPS 2024
Tensor-train methods for sequential state and parameter learning in state-space models JMLR 2024
Efficient Structure-preserving Support Tensor Train Machine JMLR 2023
Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation EMNLP 2022
Error Analysis of Tensor-Train Cross Approximation NIPS 2022
tntorch: Tensor Network Learning with PyTorch JMLR 2022
Spectral Tensor Train Parameterization of Deep Learning Layers AISTATS 2021
Tensorized Embedding Layers EMNLP 2020
Convolutional Tensor-Train LSTM for Spatio-Temporal Learning NIPS 2020
Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition AISTATS 2018