The MLSys Initiative is led by a group of researchers at the intersection of machine learning and systems at UC San Diego’s Halıcıoğlu Data Science Institute (HDSI), within the School of Computing, ...

In a leap for urban ecology, researchers have unveiled a cutting-edge method to dynamically estimate seasonal tree heights in Shenzhen. By seamlessly integrating multi-source remote sensing data with ...

it is challenging to correctly label multiple people across viewpoints because of occlusions, visual ambiguities, appearance variation, etc. Deep learning, although having witnessed remarkable success ...

This C library provides efficient implementations of linear regression algorithms, including support for stochastic gradient descent (SGD) and data normalization techniques. It is designed for easy ...