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Academy of Mathematics and Systems Science, CAS Colloquia & Seminars：Lower Bounds and Accelerated Algorithms in Distributed Stochastic Optimization with Communication Compression
通信压缩 分布式 随机优化 下界 加速算法
2023/11/29
Communication compression is an essential strategy for alleviating communication overhead by reducing the volume of information exchanged between computing nodes in large-scale distributed stochastic ...
Stochastic Processes with a Particular Type of Variograms
Stochastic Processes Particular Type Variograms
2009/9/4
This paper is concerned with a class of stochastic processes or random fields with second-order increments, whose variograms have a particular form, among which stochastic processes having orthogonal ...
A STOCHASTIC APPROACH FOR MODELLING AIRBORNE LIDAR WAVEFORMS
LIDAR Full-Waveform Modelling MCMC Urban
2016/2/29
In contrast to conventional airborne multi-echo laser scanner systems, full-waveform (FW) lidar systems are able to record the entire
emitted and backscattered signals of each laser pulse. Instead of...