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TopoSZp: Lightweight Topology-Aware Error-controlled Compression for Scientific Data
Arxiv
0+阅读 · 2月19日
Joint Lossy Compression for a Vector Gaussian Source under Individual Distortion Criteria
Arxiv
0+阅读 · 2月6日
Single-shot lossy compression: mutual information bounds
Arxiv
0+阅读 · 2月7日
Dispersion of Gaussian Sources with Memory and an Extension to Abstract Sources
Arxiv
0+阅读 · 2月9日
Pool-based Active Learning as Noisy Lossy Compression: Characterizing Label Complexity via Finite Blocklength Analysis
Arxiv
0+阅读 · 2月5日
Supervised Learning as Lossy Compression: Characterizing Generalization and Sample Complexity via Finite Blocklength Analysis
Arxiv
0+阅读 · 2月4日
Generative Decompression: Optimal Lossy Decoding Against Distribution Mismatch
Arxiv
0+阅读 · 2月3日
Lossy Compression of Cellular Network KPIs
Arxiv
0+阅读 · 1月30日
A Data-Informed Local Subspaces Method for Error-Bounded Lossy Compression of Large-Scale Scientific Datasets
Arxiv
0+阅读 · 1月27日
List-Level Distribution Coupling with Applications to Speculative Decoding and Lossy Compression
Arxiv
0+阅读 · 1月11日
PackKV: Reducing KV Cache Memory Footprint through LLM-Aware Lossy Compression
Arxiv
0+阅读 · 1月7日
Gibbs randomness-compression proposition: An efficient deep learning
Arxiv
0+阅读 · 1月5日
FFCz: Fast Fourier Correction for Spectrum-Preserving Lossy Compression of Scientific Data
Arxiv
0+阅读 · 1月4日
pMSz: A Distributed Parallel Algorithm for Correcting Extrema and Morse Smale Segmentations in Lossy Compression
Arxiv
0+阅读 · 1月5日
PackKV: Reducing KV Cache Memory Footprint through LLM-Aware Lossy Compression
Arxiv
0+阅读 · 2025年12月30日
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