conftrace_

low-rank approximation

323 papers

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Also known as

LORA

Co-occurring keywords

model compression (3302) matrix factorization (529) matrix completion (356) tensor decomposition (375) singular value decomposition (222) matrix approximation (89) dimensionality reduction (720) tensor completion (64) kernel methods (1097) convex optimization (1321)

Papers

Fast Algorithm for Low-Rank Tensor Completion in Delay-Embedded Space CVPR 2022
tntorch: Tensor Network Learning with PyTorch JMLR 2022
Eigencontours: Novel Contour Descriptors Based on Low-Rank Approximation CVPR 2022
Capturing Graphs with Hypo-Elliptic Diffusions NIPS 2022
Gauss-Legendre Features for Gaussian Process Regression JMLR 2022
Faster Linear Algebra for Distance Matrices NIPS 2022
Recovering shared structure from multiple networks with unknown edge distributions JMLR 2022
Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method NIPS 2021
Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning ICML 2021
Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices AAAI 2021
Fast Tucker Rank Reduction for Non-Negative Tensors Using Mean-Field Approximation NIPS 2021
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data IJCAI 2021
A New Robust Subspace Recovery Algorithm (Student Abstract) AAAI 2021
Fast and accurate randomized algorithms for low-rank tensor decompositions NIPS 2021
Block-wise Word Embedding Compression Revisited: Better Weighting and Structuring EMNLP 2021
Towards Compact CNNs via Collaborative Compression CVPR 2021
Improved Guarantees and a Multiple-descent Curve for Column Subset Selection and the Nystrom Method (Extended Abstract) IJCAI 2021
Sparse Tensor Additive Regression JMLR 2021
Scatterbrain: Unifying Sparse and Low-rank Attention NIPS 2021
Large-Scale Learning with Fourier Features and Tensor Decompositions NIPS 2021
Landscape analysis of an improved power method for tensor decomposition NIPS 2021
Low-Rank Tensor Completion by Approximating the Tensor Average Rank ICCV 2021
Projection techniques to update the truncated SVD of evolving matrices with applications ICML 2021
Partial Trace Regression and Low-Rank Kraus Decomposition ICML 2020
Recent Developments in Boolean Matrix Factorization IJCAI 2020