Abstract: Recent research has shown the benefit of framing problems of imitation learning as solutions to Markov Decision Problems. This approach reduces learning to the problem of recovering a ...

Course Description: The objective of this course is to study general computational problems, with a focus on the principles used to design those algorithms. Efficient data structures will be discussed ...

Our lab's research focuses on using big data collected from educational systems to improve student learning and spans several areas: data mining, artificial intelligence, machine learning, intelligent ...

Office: Smith Hall, Rm. 215, 4800 Forbes Ave. I am an Associate Professor with the Robotics Institute and Computer Science Department at Carnegie Mellon University. My research interests span many ...

15-793 is a graduate-level, introductory course in system security. Throughout this course, we will cover hardware, software, and cryptographic primitives for building various types of secure systems, ...

Saturday morning was come, and all the summer world was bright and fresh, and brimming with life. There was a song in every heart; and if the heart was young the music issued at the lips. There was ...

Now, with graduation from the Computer Science Department (CSD) on the horizon, he's earned this year's Scott Robert Krulcik ...

QReserve is a web-based system that allows visitors to reserve equipment and space for the AI Maker Space. To make a reservation, visit our Facilities page and submit your request through QReserve.

I am interested in the performance analysis and design of computer systems, particularly distributed systems. I use analytical models to capture the important characteristics of a computer system, and ...

Tell us why doing research in your chosen field is important to you. We'd like to know what makes you tick, why you are committed to doing a Ph.D., and what you hope to do with it (if you've thought ...

Rankings are based on the following question: Which blogs should one read to be most up to date, i.e., to quickly know about important stories that propagate over the blogosphere? Budget=100 blogs: If ...

Cross validation is a model evaluation method that is better than residuals. The problem with residual evaluations is that they do not give an indication of how well the learner will do when it is ...