Content PCA (1901) Multi-dimensional Scaling (1952) Maximum Variance Unfolding, Colored MVU Mixture of PCA, Mixture of Factor Analyzers Local Linear Embedding (2000) Isomap (2000), C-Isomap Hessian ...

Lecturer: Jason Li, GHC 7203, jmli at cs.cmu.edu TAs: Emin Berker, GHC 6207, rberker at cs.cmu.edu Office hours: Emin Wednesdays 2-3, Jason Fridays 1-2 Location: GHC 4303, MWF 3:30-4:50 3:30-4:50 ...

Combinatorial optimization is the process of searching for maxima (or minima) of an objective function F whose domain is a discrete but large configuration space (as opposed to an N-dimensional ...

Lecturer: Anupam Gupta, GHC 7203, anupamg at cs.

I am fascinated about the idea of building intelligent systems that can help humans (and why not, other intelligent agents) on their daily tasks. This goal is ambitious, challenging, inspiring, and ...

In ``Applied Computational Geometry: Towards Geometric Engineering'' (Ming C. Lin and Dinesh Manocha, editors), volume 1148 of Lecture Notes in Computer Science, pages 203-222, Springer-Verlag, Berlin ...

I'm an Assistant Teaching Professor in the Computer Science and Machine Learning departments here at CMU. As teaching faculty, I get to pour my heart and soul into courses, curriculum, and improving ...

Symbolic logic is fundamental to computer science, providing a foundation for the theory of programming languages, the theory of databases, AI, knowledge representation, automated reasoning, and ...

This course is intended for students with a basic understanding of programming (variables, expressions, loops, arrays, functions). It teaches imperative programming and methods for ensuring the ...

The schedule is also available as an ical file that you can subscribe to. Lectures and projects can only be accessed by clients with a CMU IP address. CMU students who are off campus can use Cisco ...

AI Scholars take a deep dive into the world of artificial intelligence through a combination of classroom instruction, hands-on research projects, faculty lectures and industry engagement with leading ...

Figure 5: Nine different weighting functions. The Gaussian function used by Vizier is the leftmost function in the middle row. Then a prediction is made with the weighted average: Figure 6: Kernel ...