Gabi Dobocantelepat.hashnode.dev·Dec 5, 2024Unlocking BERT's Potential with Active Learning: Practical Applications and InsightsActive Learning: Enhancing BERT's Efficiency for Real-World Text Classification Text classification, a vital task in natural language processing (NLP), faces significant challenges like class imbalance and the scarcity of labeled data, often critical...Active Learning
Gabi Dobocantelepat.hashnode.dev·Nov 22, 2024Harnessing Machine Learning to Revolutionize Geothermal System DesignArxiv: https://arxiv.org/abs/2411.00504v1 PDF: https://arxiv.org/pdf/2411.00504v1.pdf Authors: Yaochu Jin, Zhongzheng Wang, Qiqi Liu, Jiu Jimmy Jiao, Guodong Chen Published: 2024-11-01 Understanding the Core Ideas The paper introduces an advanced ap...Active Learning
Gabi Dobocantelepat.hashnode.dev·Nov 20, 2024Simplifying Progressive Generalization Risk Reduction for Causal Effect EstimationImagine you are embarking on a journey into the complex world of predicting the effects of actions without having a perfect "what if" scenario at hand. This blog post breaks down a dense piece of research from the University of Queensland that propos...Active Learning
College Buddyblog.collegebuddy.info·Oct 25, 2024Innovative Teaching Methods: Engaging Students Beyond Traditional LecturesIn today's fast-paced educational landscape, innovative teaching methods are essential for engaging students beyond traditional lectures. As technology evolves and learners become more diverse, educators must adapt to new strategies that enhance enga...Innovative Teaching
Venkat Rvenkatr.hashnode.dev·Jul 27, 2024Learning from Less Data and Building Smaller ModelsLearning from Less Data: Techniques and Applications Introduction In the age of big data, machine learning models typically need large datasets to perform well. However, gathering and labeling vast amounts of data can be tough and costly. Data-effici...Active Learning
