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...DiscussActive Learning
Nandeesh1bytenand.hashnode.dev·Apr 17, 2023Compression of deep neural networks: P-1Since the inception of the Deep Neural Network, their complexity has been increasing. For a small comparison, look at the table below [1]. ArchitectureModel parameters (in Millions)Alex-Net60Basic-L2440 Alex-Net was introduced in 2012. The current m...Discuss·54 readsML
