conftrace_

alternating least square

24 papers

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Co-occurring keywords

tensor decomposition (375) matrix factorization (529) cp decomposition (19) matrix completion (356) leverage score sampling (22) randomized algorithm (112) matrix sketching (61) canonical correlation analysis (111) collaborative filtering (300) sampling algorithm (130)

Papers

Efficient Leverage Score Sampling for Tensor Train Decomposition NIPS 2024
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms NIPS 2024
ATD: Augmenting CP Tensor Decomposition by Self Supervision NIPS 2022
Subquadratic Kronecker Regression with Applications to Tensor Decomposition NIPS 2022
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees ICML 2022
Fused Orthogonal Alternating Least Squares for Tensor Clustering NIPS 2022
Fast and accurate randomized algorithms for low-rank tensor decompositions NIPS 2021
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates ICML 2021
A Sampling-Based Method for Tensor Ring Decomposition ICML 2021
On the Faster Alternating Least-Squares for CCA AISTATS 2021
Adaptive Sketching for Fast and Convergent Canonical Polyadic Decomposition ICML 2020
Scalable Probabilistic Matrix Factorization with Graph-Based Priors AAAI 2020
Tensorial Change Analysis Using Probabilistic Tensor Regression AAAI 2019
Towards Practical Alternating Least-Squares for CCA NIPS 2019
Smooth neighborhood recommender systems JMLR 2019
Practical Coding Function Design for Time-Of-Flight Imaging CVPR 2019
Improving Implicit Recommender Systems with View Data IJCAI 2018
Statistical mechanics of low-rank tensor decomposition NIPS 2018
Orthogonalized ALS: A Theoretically Principled Tensor Decomposition Algorithm for Practical Use ICML 2017
SPALS: Fast Alternating Least Squares via Implicit Leverage Scores Sampling NIPS 2016
Efficient Globally Convergent Stochastic Optimization for Canonical Correlation Analysis NIPS 2016
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015
Fast and Guaranteed Tensor Decomposition via Sketching NIPS 2015
DFacTo: Distributed Factorization of Tensors NIPS 2014