Our mission is to build ML algorithms and learning systems that automate cross stack optimizations by leveraging mathematical and statistical properties of ML ... AI-SDM · PhD Dissertations · Data Analysis Projects · Technical Reports

In our Machine Learning Department, we study and research the theoretical foundations of the field of Machine Learning, as well as on the contributions to the ... Machine Learning Minor · Joint Machine Learning PhD... · Core Faculty · Join Us

The L3 Lab at CMU focuses on Machine Learning, Language, and Logic. This includes: Foundations and applications of large language models, including code and ...

This is a project-based course designed to provide training and experience in solving real-world problems using machine learning.

This course will teach fundamental mathematical concepts related to MMML including multimodal alignment and fusion, heterogeneous representation learning and ...

Our mission is to bring the state of the art machine learning algorithm to mechanical engineering. Traditional mechanical engineering paradigms use only physics ...

Carnegie Mellon University Auton Lab · Welcome ... Auton Lab works on leveraging deep reinforcement learning for motion planning in autonomous driving.

This is an exploratory seminar-style course aimed at inlining the philosophical problems surrounding machine intelligence into the machine learning curriculum.

ACMI lab studies core machine learning methods, their applications in healthcare, and their social impacts. People · Papers · Research Topics · News

LearnLab's two main goals are to enhance scientific understanding of robust learning in educational settings and to create a research facility.