Parallel online learning

D Hsu, N Karampatziakis, J Langford… - … learning: Parallel and …, 2011 - books.google.com
Parallel Learning Algorithms We have argued that delay is generally bad when doing online
learning (… This places us in a bind: How can we create an effective parallel online learning

A comparative evaluation on online learning approaches using parallel coordinate visualization

BC Kwon, B Lee - Proceedings of the 2016 CHI Conference on Human …, 2016 - dl.acm.org
… The goal of the tutorial is to help people learn parallel coordinates by leveraging a “learning-by-doing”
approach. We compiled a set of tasks for parallel coordinates by reviewing the …

Parallel learning: A perspective and a framework

L Li, Y Lin, N Zheng, FY Wang - IEEE/CAA Journal of …, 2017 - ieeexplore.ieee.org
… After self-boosting process happened in the parallel system, the learning system grasps an
… efficiently in parallel learning, we aim to keep the learning process of prescriptive learning as …

[HTML][HTML] … comparison study of the effect of interaction on satisfaction in online learning: The parallel mediating role of academic emotions and self-regulated learning

Y Wu, X Xu, J Xue, P Hu - Computers & Education, 2023 - Elsevier
… an important way for teachers and students to teach and learn on a regular basis in the post-…
students’ online learning experience and is influenced by the interaction in online classes. …

OKCM: improving parallel task scheduling in high-performance computing systems using online learning: J. Li et al.

J Li, X Zhang, L Han, Z Ji, X Dong, C Hu - The Journal of Supercomputing, 2021 - Springer
… -performance computing real-time systems as the parallel scale, number and types of task
… In this paper, an efficient running time prediction model, referred to as online learning and K-…

Parallel online sequential extreme learning machine based on MapReduce

B Wang, S Huang, J Qiu, Y Liu, G Wang - Neurocomputing, 2015 - Elsevier
… Many machine learning algorithms have been designed based on MapReduce, but there …
to parallel extreme learning machine (ELM) which is a fast and accurate learning algorithm. …

Parallel online learning of event definitions

N Katzouris, A Artikis, G Paliouras - International Conference on Inductive …, 2017 - Springer
… In this work we present a version of OLED that allows for parallel, online learning. We
evaluate our approach on a benchmark activity recognition dataset and show that we can reduce …

Parallel learning: Overview and perspective for computational learning across Syn2Real and Sim2Real

Q Miao, Y Lv, M Huang, X Wang… - IEEE/CAA Journal of …, 2023 - ieeexplore.ieee.org
… Power and Berenson [100] proposed learned visual similarity predictive control (LVSPC),
a data-efficient online learning method to control systems with complex dynamics and high…

Online learning and classification of EMG-based gestures on a parallel ultra-low power platform using hyperdimensional computing

S Benatti, F Montagna, V Kartsch… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
This paper presents a wearable electromyographic gesture recognition system based on
the hyperdimensional computing paradigm, running on a programmable parallel ultra-…

sEMG-driven hand dynamics estimation with incremental online learning on a parallel ultra-low-power microcontroller

M Zanghieri, PM Rapa, M Orlandi… - … Circuits and Systems, 2024 - ieeexplore.ieee.org
… 2) Online Learning: In this work, we implement and evaluate an online learning mode that
… For our real-time embedded perspective, we define online learning as a (re)training of the …