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matrix adaptation

4 papers

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Co-occurring keywords · papers mentioning both

convergence guarantee (2) stochastic gradient descent (2) model compression (2) rank-one matrice (1) block-diagonal matrix (1) linear adaptation (1) adaptive stochastic optimization (1) backbone replacement (1) randomized dimensionality reduction (1) edge computing (1)

Papers

AROMA: Autonomous Rank-one Matrix Adaptation EMNLP 2025 FaLA: Fast Linear Adaptation for Replacing Backbone Models on Edge Devices EMNLP 2023 AdaBlock: SGD with Practical Block Diagonal Matrix Adaptation for Deep Learning AISTATS 2022 Scalable Adaptive Stochastic Optimization Using Random Projections NeurIPS 2016