2024 "random projection" Papers

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Efficient Learning of PDEs via Taylor Expansion and Sparse Decomposition into Value and Fourier Domains

Md Nasim, Yexiang Xue

AAAI 2024paperarXiv:2309.07344

Flora: Low-Rank Adapters Are Secretly Gradient Compressors

Yongchang Hao, Yanshuai Cao, Lili Mou

ICML 2024posterarXiv:2402.03293

Learning Mixtures of Gaussian Processes through Random Projection

Emmanuel Akeweje, Mimi Zhang

ICML 2024poster

Vector Quantization Pretraining for EEG Time Series with Random Projection and Phase Alignment

Haokun Gui, Xiucheng Li, Xinyang Chen

ICML 2024poster