Why reinforcement learning plateaus without representation depth (and other key takeaways from NeurIPS 2025)

Why reinforcement learning plateaus without representation depth (and other key takeaways from NeurIPS 2025) ...
Scientific Research Publishing

Bylander, T. (2002) Estimating Generalization Error on Two-Class Datasets Using Out-Of-Bag Estimates. Machine Learning, 48, 287-297.

ABSTRACT: In Côte d’Ivoire, coconut cultivation represents both a major cash crop and an important source of subsistence for rural communities. However, coconut plantations are increasingly threatened ...
IEEE

Geographic Knowledge-Driven Transfer Learning for Enhanced Received Signal Strength Prediction

Abstract: The prediction of received signal strength (RSS) is essential for reliable coverage and efficient resource allocation in wireless networks. However, existing machine learning (ML)-based ...
Frontiers

Retraction: Generating adversarial deep reinforcement learning -based frequency control of Island City microgrid considering generalization of scenarios

The Journal retracts the 2024 article cited above. Following publication, concerns were raised regarding the validity of the data in the article. The authors failed to provide the raw data during the ...
InfoWorld

AI and machine learning outside of Python

In some ways, Java was the key language for machine learning and AI before Python stole its crown. Important pieces of the data science ecosystem, like Apache Spark, started out in the Java universe.
Frontiers

A novel interpretable and real-time dengue prediction framework using clinical blood parameters with genetic and GAN-based optimization

Dengue remains a significant and critical global health concern, especially in resource-constrained and remote regions, where traditional IgG/IgM-based testing is often delayed or not conducted ...
C&EN

Machine Learning, Generalization, and Transfer Learning for Predicting the Exceedance of Fecal Indicator Bacteria Thresholds at Beaches

College of Engineering, Department of Computer Science, University of Illinois Chicago, Chicago, Illinois 60607, United States School of Public Health, Division of Environmental and Occupational ...
Neuroscience News

Why Humans Adapt Faster Than AI

Summary: Humans excel at adapting to new situations, while machines often stumble. A new interdisciplinary study reveals that the root lies in how humans and AI approach “generalization,” the process ...
IEEE

Comparative Study on the Generalization Ability of Machine Learning and Deep Learning Algorithms for Quality Assessment of Wearable PPG Recordings

Abstract: One of the major challenges in using photoplethysmography (PPG) sensors for heart rate monitoring in real-world settings is ensuring signal quality. This work evaluates and compares quality ...
USA Today

Auzmor Launches Critical E-Learning Marketplace to Close Workforce Skills Gap as LinkedIn Report Finds 49% of Executives Say Employees Lack Critical AI-Era Capabilities

DES MOINES, IA / ACCESS Newswire / July 21, 2025 / Auzmor, the pioneering learning experience company behind Auzmor Learn and Auzmor Office, today announced the launch of its independent e-learning ...