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most citedHave ASkotch: A Neat Solution for Large-scale Kernel Ridge Regression

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cs.NI2024

Task-Oriented Edge-Assisted Cooperative Data Compression, Communications and Computing for UGV-Enhanced Warehouse Logistics

Jiaming Yang, Zhen Meng, Xiangmin Xu +3

This paper explores the growing need for task-oriented communications in warehouse logistics, where traditional communication Key Performance Indicators (KPIs)-such as latency, rel…

cs.DS2024

Solving Dense Linear Systems Faster Than via Preconditioning

Michał Dereziński, Jiaming Yang

We give a stochastic optimization algorithm that solves a dense real-valued linear system , returning such that in time:…