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Schedule of Classes

In this course, there will be two types of class periods: Lectures are listed below with a blue background. Lectures are led by the instructors and present the core material of the course. Precepts ...
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GiRaF: Robust, Computational Identification of Influenza Reassortments via Graph Mining

GiRaF is a computational tool for identification of reassortments in influenza viruses from sequence databases of isolates. Reassortments in influenza - a process where strains exchange genetic ...
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Course Staff

Teaching AssistantEllie Chen Teaching AssistantAnna Li Teaching AssistantJulia Hu Teaching AssistantTyler Yang Teaching AssistantScarlett Huang Teaching AssistantIvy ...
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The Heat Method for Distance Computation

We introduce the heat method for solving the single- or multiple-source shortest path problem on both flat and curved domains. A key insight is that distance computation can be split into two stages: ...
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CMU 15-112, Spring 2026

A technical introduction to the fundamentals of programming with an emphasis on producing clear, robust, and reasonably efficient code using top-down design, informal analysis, and effective testing ...
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Implementation of Worst-case Weighted fair Queueing (wf2q+)

WF2Q+ is a queueing discipline developed by Jon Bennett and Hui Zhang [1].
CMU School of Computer Science

Teaching AI-Generated Scenes To Obey Physics

SCS researchers, including CSD's Guying Lin (shown), have developed a new scene-generation framework that creates physically realistic, simulation-ready 3D scenes from text prompts. PAT3D generates 3D ...
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Constraint Satisfaction Problems

Variable \(X_i\): Factored representation of each state. Domain \(D_i\): Set of allowable values for variable \(X_i\). Constraint \(C_i\): Consists of tuple of variables that participate in the ...
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Introduction and Overview

Nyquist is a language for sound synthesis and music composition. Unlike score languages that tend to deal only with events, or signal processing languages that tend to deal only with signals and ...
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Prashanth Menon

Prashanth Menon - Carnegie Mellon University, Prashanth Menon School of Computer Science Carnegie Mellon University 5000 Forbes Avenue Pittsburgh, PA 15213 Office: GHC 9023 E-mail: @ I'm a PhD student ...
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Introduction to Machine Learning

10701 Introduction to Machine Learning Syllabus and (tentative) Course Schedule ...
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Ruslan Salakhutdinov

Jing Yu Koh, Robert Lo, Lawrence Jang, Vikram Duvvur, Ming Chong Lim, Po-Yu Huang, Graham Neubig, Shuyan Zhou, Ruslan Salakhutdinov, Daniel Fried ...