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gradient subspace

7 papers

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gradient projection (2) federated learning (2) low rank (1) pretrained network (1) large language model (1) model caching (1) in-distribution data (1) gradient low-rank projection (1) compression (1) welore (1)

Papers

FedSteer: Taming Extreme Gradient Staleness in Federated Learning with Corrective Projections and Caching UAI 2026 Continual Gradient Low-Rank Projection Fine-Tuning for LLMs ACL 2025 From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications ICML 2025 Identifying Policy Gradient Subspaces ICLR 2024 GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients NeurIPS 2023 Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank? ICLR 2022 Bypassing the Ambient Dimension: Private SGD with Gradient Subspace Identification ICLR 2021