Ruslan Salakhutdinov joins the Machine Learning Department
We are very excited to welcome Ruslan as an Associate Professor to the Machine Learning Department. His primary interests lie in artificial intelligence, machine learning, deep ... Read More ยป
Machine Learning Department seeking new Department Head
What is the Machine Learning Department?
The Machine Learning Department is an academic department within Carnegie Mellon University's School of Computer Science. We focus on research and education in all areas of statistical machine learning. Watch an interview with Tom Mitchell, Department Head:
Interview with Tom Mitchell
What is Machine Learning?
Machine Learning is a scientific field addressing the question "How can we program systems to automatically learn and to improve with experience?" We study learning from many kinds of experience, such as learning to predict which medical patients will respond to which treatments, by analyzing experience captured in databases of online medical records. We also study mobile robots that learn how to successfully navigate based on experience they gather from sensors as they roam their environment, and computer aids for scientific discovery that combine initial scientific hypotheses with new experimental data to automatically produce refined scientific hypotheses that better fit observed data.
To tackle these problems we develop algorithms that discover general conjectures and knowledge from specific data and experience, based on sound statistical and computational principles. We also develop theories of learning processes that characterize the fundamental nature of the computations and experience sufficient for successful learning in machines and in humans.
Open House for Accepted ML PhD Students, Feb. 29 to March 2, 2016
ATTEND
Machine Learning Lunch Seminar
ML/Google Distinguished Lecture Series
Machine Learning Special Seminars
SCS Seminars
Statistics Seminar