نتایج جستجو برای: asynchronous machine
تعداد نتایج: 284075 فیلتر نتایج به سال:
The purpose of this study is to investigate the effects of asynchronous computer-mediated versus conventional corrective feedback on learners' writing accuracy. Three groups of learners took part in the study: asynchronous feedback group, conventional feedback group, and a control group. Asynchronous feedback group students received explicit feedback on the targeted structure via e-mail, while...
We consider training machine learning models using data located on multiple private and geographically-scattered servers with different privacy settings. Due to the distributed nature of data, communicating all collaborating owners simultaneously may prove challenging or altogether impossible. differentially-private asynchronous algorithms for collaboratively machine-learning datasets. The impl...
We present CYCLADES, a general framework for parallelizing stochastic optimization algorithms in a shared memory setting. CYCLADES is asynchronous during model updates, and requires no memory locking mechanisms, similar to HOGWILD!-type algorithms. Unlike HOGWILD!, CYCLADES introduces no conflicts during parallel execution, and offers a black-box analysis for provable speedups across a large fa...
Machine learning (ML) is a key technique for big-data-driven modelling and analysis of massive Internet Things (IoT) based intelligent ubiquitous computing. For fast-increasing applications data amounts, distributed promising emerging paradigm since it often impractical or inefficient to share/aggregate centralized location from distinct ones. This paper studies the problem training an ML model...
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