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CIS 610, Spring 2023
Advanced Geometric Methods in Computer Science
January 9, 2023
This version (Spring 2023) will cover topics chosen from the
Manifolds, Riemannian Metrics,
Lie Groups, Lie Algebras,
Reductive Homogeneous manifolds and
Commutative Harmonic Analysis on LCA groups
Representations of algebras (L^1(G)),
Unitary Representations of Locally Compact Groups,
Compact Groups, the Peter-Weyl Theorem,
An introduction to the "Mackey Machine",
With Applications to group equivariant deep learning,
computer vision, and robotics
** Welcome to CIS610! **
Claire Fagin Hall 216, Tu-Th, noon-1:30
Instructors: Jean H.
Gallier, GRW 476, 8-4405, email@example.com
Jean : TBA
There will be no official textbook(s). We will use material from
and some class notes, including
Notes on Differential Geometry and Lie Groups
Fundamentals of Linear Algebra and Optimization
Algebra, Topology, Differential Calculus, and Optimization Theory (manuscript)
A Word of Advice :
Expect to be held to high standards, and conversely!
In addition to transparencies, we will distribute
lecture notes. Please, read the course notes regularly, and
start working early on the problems sets. They will be hard!
Take pride in your work. Be clear, rigorous, neat, and concise.
Preferably, use a good text processor, such as LATEX, to
write up your solutions.
It is forbidden to use solutions of problems posted on the internet.
If you use resources other than the textbook (or the recommended textbooks)
or the class notes, you must cite these references.
I assume that you are all responsible adults.
Copying old solutions verbatim or blatantly
isomorphic solutions are easily detectable.
DO NOT copy solutions from old solution
sheets, from books, from solutions posted on the internet, or from friend!
Either credit will be split among the perpetrators, or worse!