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.

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 ...

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, ...

This page links to the individual websites for various instances of this course. Fall 2025 Taught by Daniel Anderson and Danny Sleator Spring 2025 Taught by Daniel Anderson and David Woodruff Fall ...

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

What about ChatGPT and related large AI Systems? How will they impact us all? As a longtime researcher in AI, I'm excited about the ways in which these new AI systems can improve our healthcare, ...

Because of the many requests for this material, we are pleased to make available an online version of some of our printed lecture notes on ``An Introduction to ...

I am currently working at Snowflake as a Postdoctoral Research Fellow. I will join Tsinghua IIIS as an Assistant Professor in Spring 2021. I received my Ph.D. degree from the Computer Science ...

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 ...

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 ...

Hi! My name is Satya. That's short for "Satyanarayanan". I'm a faculty member in the School of Computer Science at Carnegie Mellon University. As an experimental computer scientist, I design, ...