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奇异值分解（Singular Value Decomposition）是线性代数中一种重要的矩阵分解，奇异值分解则是特征分解在任意矩阵上的推广。在信号处理、统计学等领域有重要应用。
Optimizing Singular Spectrum for Large Language Model Compression
Arxiv
0+阅读 · 10月16日
Entrywise Low-Rank Approximation and Matrix $p \rightarrow q$ Norms via Global Correlation Rounding
Arxiv
0+阅读 · 10月14日
Comparative Evaluation of Deep-Learning based DoA Estimators for Real-Time ISAC Beamforming
Arxiv
0+阅读 · 10月14日
Tri-Hybrid SWIPT with Reconfigurable Parasitic Antennas
Arxiv
0+阅读 · 10月9日
A unified framework for global and local interpretability using adaptive derivative-ordered random explanation
Arxiv
0+阅读 · 9月16日
A unified framework for global and local interpretability using adaptive derivative-ordered random explanation
Arxiv
0+阅读 · 9月15日
Principled Koopman Representations with Kalman Inference for Efficient Time-Series Prediction
Arxiv
0+阅读 · 9月15日
D-SLR: The Disjoint Row-Sparse plus Low-Rank Decomposition
Arxiv
0+阅读 · 10月7日
Low-Complexity SVD-Based Precoding over Zero-Padded ISI Channels
Arxiv
0+阅读 · 10月8日
Acceleration of Data Analytics on Heterogeneous Supercloud Systems
Arxiv
0+阅读 · 10月5日
Kernel Singular Value Decomposition with Extension to Multiple Data Sources
Arxiv
0+阅读 · 10月2日
Task-Aware Federated Fine-Tuning for MoE-based Large Language Models
Arxiv
0+阅读 · 9月11日
The Anatomy of a Truth Direction: Knowledge-Dependent Dimensionality, a Relational Law, and a Shared Category Geometry in Small Language Models
The Anatomy of a Truth Direction: Knowledge-Dependent Dimensionality, a Relational Law, and a Shared Category Geometry in Small Language Models
Arxiv
0+阅读 · 9月2日
Federated LoRA Adaptation of BiomedCLIP Across Four International Chest X-Ray Cohorts
Arxiv
0+阅读 · 9月2日
Overfitting Mitigation via Singular Value Decomposition in Minimum Bayes Risk Decoding
Arxiv
0+阅读 · 9月1日
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