structured matrix

14 papers

Explore in graph

Co-occurring keywords

model compression (3283) neural network (6616) compressed sensing (198) efficient computing (779) kernel approximation (100) matrix recovery (51) weight matrix (30) parameter efficiency (415) weight compression (11) orthogonal matrix (29)

Papers

ProcrustesGPT: Compressing LLMs with Structured Matrices and Orthogonal Transformations ACL 2025

Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices NIPS 2024

Building on Efficient Foundations: Effective Training of LLMs with Structured Feedforward Layers NIPS 2024

Group and Shuffle: Efficient Structured Orthogonal Parametrization NIPS 2024

BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference NIPS 2024

Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics NIPS 2024

Monarch: Expressive Structured Matrices for Efficient and Accurate Training ICML 2022

Scalable First-Order Bayesian Optimization via Structured Automatic Differentiation ICML 2022

Learning Compressed Transforms with Low Displacement Rank NIPS 2018

Structured Matrix Recovery via the Generalized Dantzig Selector NIPS 2016

Orthogonal Random Features NIPS 2016

Recycling Randomness with Structure for Sublinear time Kernel Expansions ICML 2016

Fast Orthogonal Projection Based on Kronecker Product ICCV 2015

Efficient Structured Matrix Rank Minimization NIPS 2014