Visualizing Loss Functions as Topological Landscape Profiles

C Geniesse, J Chen, T **e, G Shi, Y Yang… - arxiv preprint arxiv …, 2024 - arxiv.org
In machine learning, a loss function measures the difference between model predictions and
ground-truth (or target) values. For neural network models, visualizing how this loss changes …

[PDF][PDF] Appliance of Deep Learning in Intelligent Education

Y Wang, S Li - 2022 - scholar-press.com
Intelligent education is the main direction of China's future development. In the information
age, the traditional teaching mode can no longer meet the higher requirements for …

[PDF][PDF] Control Method of Complex Environmental Engineering Machinery Cooling System Integrating Deep Learning and Feature Clustering

S Sridevi - 2021 - scholar-press.com
In modern industrial production, due to the continuous development and progress of
construction machinery. In the field of construction engineering, the control of mechanical …