I am the Cadence Design Systems Professor of Computer Science at Carnegie Mellon University. My main research interests are in machine learning, artificial intelligence, theoretical computer science, ...

MLD Ph.D. student Aakash Lahoti has been named a 2025-2026 Jump Trading Fellow for his work on building efficient, effective sequence-to-sequence models that can handle very long inputs.

@article{Sawhney:2020:MCG, author = {Sawhney, Rohan and Crane, Keenan}, title = {Monte Carlo Geometry Processing: A Grid-Free Approach to PDE-Based Methods on ...

This page works through an example of fitting a logistic model with the iteratively-reweighted least squares (IRLS) algorithm. If you'd like to examine the algorithm in more detail, here is Matlab ...

This course provides a comprehensive introduction to computer vision. Major topics include image processing, detection and recognition, geometry-based and physics-based vision and video analysis.

This course covers the design and implementation of compiler and runtime systems for high-level languages, and examines the interaction between language design, compiler design, and runtime ...

Individual CS faculty members have little influence over the undergraduate admissions process, which is coordinated by the University's Office of Undergraduate Admission, not our department. I am ...

We are very grateful to Butterworth-Heinemann, owners of Digital Press, for allowing us to make the full text of this important reference work widely available in electronic format. The paperbound ...

Welcome to the 10-301/601: Introduction to Machine Learning primer! This website serves as a supplementary tool for students enrolled in the course, providing quick references and explanations for ...

Foundations of Software Engineering2013 edition 2014 edition 2015 edition 2016 edition 2017 edition 2018 edition 2020 edition ...

Ribomap is a package that generates isoform-level ribosome profiles from ribosome profiling data. Ribosome profiling is a recently developed high-throughput sequencing technique that captures ...

``By itself, this meter does nothing.''-- Excerpt from a disclaimer found in every E-meter book, and on the device itself. In this photo, a course supervisor monitors the performance of student ...