Topic · Computational Theory and Mathematics · Computer Science

Matrix Theory and Algorithms

OpenAlex topic; a paper is listed when OpenAlex scores it at least 0.5 for this topic.

Bioinformatics·bioRxivPreprint·Jul 14, 2025
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traceax: a JAX-based framework for stochastic trace estimation
Abdullah Al Nahid, Linda Serafin, Nicholas Mancuso
traceax provides a scalable framework for stochastic trace estimation, offering efficient and accurate trace computation with reduced memory and runtime compared to direct methods.
DOI 10.1101/2025.07.14.662216
statistical model·benchmarking
·𝕏 Post·Bluesky
Bioinformatics·Genome ResearchPeer-reviewed·Sep 1, 2023
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Fast and accurate out-of-core PCA framework for large scale biobank data
Zilong Li, Jonas Meisner, Anders Albrechtsen
PCAone is a fast and memory-efficient PCA framework that outperforms existing methods on large-scale biobank and single-cell RNA sequencing data.
20 citations
human·whole-genome sequencing
·𝕏 Post·Bluesky