International Monetary Fund

GDP Nowcasting Performance of Traditional Econometric Models vs Machine-Learning Algorithms: Simulation and Case Studies

Are Machine Learning (ML) algorithms superior to traditional econometric models for GDP nowcasting in a time series setting? Based on our evaluation of all models from both classes ever used in ...
Forbes

In The Age Of GenAI, Don't Dismiss Traditional Machine Learning

With the introduction of ChatGPT, the promise of generative AI (GenAI) and large language models (LLMs) has taken the world by storm. Even at this early stage, a wide range of use cases for these ...
insideHPC

Advantages of Adaptive AI Over Traditional Machine Learning Models

In this contributed article, Vishal Nigam, Senior Manager of Analytics (AI and ML) and Mudit Jain, Analytics Manager at Guavus, discuss how adaptive AI could outpace traditional machine learning (ML) ...
Quanta Magazine

What Is Machine Learning?

Machine learning is a subfield of artificial intelligence, which explores how to computationally simulate (or surpass) humanlike intelligence. While some AI techniques (such as expert systems) use ...