[LIVRE][B] Lifelong machine learning

Z Chen, B Liu - 2018 - books.google.com
Lifelong Machine Learning, Second Edition is an introduction to an advanced machine
learning paradigm that continuously learns by accumulating past knowledge that it then …

Decision making in multiagent systems: A survey

Y Rizk, M Awad, EW Tunstel - IEEE Transactions on Cognitive …, 2018 - ieeexplore.ieee.org
Intelligent transport systems, efficient electric grids, and sensor networks for data collection
and analysis are some examples of the multiagent systems (MAS) that cooperate to achieve …

A queueing network-based distributed Laplacian solver

IA Gillani, A Bagchi - Proceedings of the 32nd ACM Symposium on …, 2020 - dl.acm.org
We use queueing networks to present a new approach to solving Laplacian systems. Our
distributed solver works for a large and important class of Laplacian systems that we call" …

A distributed laplacian solver and its applications to electrical flow and random spanning tree computation

IA Gillani, A Bagchi - arxiv preprint arxiv:1905.04989, 2019 - arxiv.org
We use queueing networks to present a new approach to solving Laplacian systems. This
marks a significant departure from the existing techniques, mostly based on graph-theoretic …

[PDF][PDF] Synthesis Lectures on Artificial Intelligence and Machine Learning

LM Learning - 111.68.96.114
The increasing abundance of large high-quality datasets, combined with significant
technical advances over the last several decades have made machine learning into a major …

[CITATION][C] On taming large optimization problems: a machine learning approach for an improved performance of ad hoc teams of heterogeneous agents in package …

YA Rizk - 2018