Open Knowledge Repository - World Bank

Where Are Pakistan’s Out-of-School Children? Mapping Accessibility of Schooling Using Satellite Data and Machine Learning Methods with an Application to the 2022 Floods

According to administrative data, as many as 25 million children between the ages of 5 and 16 are out-of-school in Pakistan. However, little is known about where these children are in relation to ...
IEEE

More Realistic Audio-Based Drone Detection and Identification Approaches With Machine Learning

Abstract: With advanced mobility and widespread accessibility, drones have attracted considerable attention, offering a wide range of applications in both military and civilian domains. Nonetheless, ...
IEEE

Start-of-Packet Detection Using Machine Learning

Abstract: With the rapid proliferation of wireless communication systems, accurate Start-of-Packet (SOP) detection is essential for efficient packet reception and decoding. Conventional ...
sei.cmu

Applying Causal Learning to Evaluate Large Language Models (LLMs)

This report describes how the SEI applied causal discovery to LLM summarization, exemplifying a way to address bias when evaluating complex new technology. As the SEI’s body of causal work has evolved ...