by instadatahelp | Sep 4, 2023 | AI Blogs
The emergence of specialized edge devices for machine learning tasks has enabled the efficient processing and classification of data collected by resource-constrained devices in the Internet of Things. However, with the increasing demand for applications like critical...
by instadatahelp | Sep 4, 2023 | AI Blogs
Locally Linear Embedding on Boundary of Riemannian Manifolds By Hau-Tieng Wu and Nan Wu; Published in 2023, Volume 24, Issue 69, Pages 1-80. Abstract This study investigates the behavior of the locally linear embedding (LLE) algorithm, a commonly used unsupervised...
by instadatahelp | Sep 4, 2023 | AI Blogs
The content of the given text is as follows: Title: Unsupervised discovery of Interpretable Visual Concepts Author: Caroline Mazini Rodrigues Abstract: This paper proposes two methods, Maximum Activation Groups Extraction (MAGE) and Multiscale Interpretable...
by instadatahelp | Sep 4, 2023 | AI Blogs
Preconditioned Gradient Descent for Overparameterized Nonconvex Burer–Monteiro Factorization with Global Optimality Certification Gavin Zhang, Salar Fattahi, Richard Y. Zhang; 24(163):1−55, 2023. Abstract The objective of this research is to minimize the...
by instadatahelp | Sep 4, 2023 | AI Blogs
The focus on cellular-connected unmanned aerial vehicles (UAVs) has been growing due to their ability to enhance conventional UAV capabilities by utilizing existing cellular infrastructure for reliable communication with base stations. These UAVs have been utilized in...
by instadatahelp | Sep 4, 2023 | AI Blogs
Estimating Kernel-Matrix Determinants using Stopped Cholesky Decomposition Authors: Simon Bartels, Wouter Boomsma, Jes Frellsen, Damien Garreau; Published in Journal of Machine Learning Research, 24(71):1−57, 2023. Abstract Many algorithms involving Gaussian processes...
