|Time and Location of Lecture||TR: 11:00 am - 12:15 pm Boyd GSRC 306
W: 11:15 pm - 12:05 pm Boyd GSRC 306
|Instructor Office Hours and Location||Wednesday: 12:30 pm - 2:00 pm or by an email appointment.
Boyd GSRC 549
|TA Office Hours and Location||TBA|
This course presents a rigorous overview of advanced representation learning algorithms in machine learning, from the traditional subspace learning models to the recent deep representation learning models. Applications in the fields of computer vision, data mining, and natural language processing will be covered.
CSCI 6380 (Data Mining), CSCI 6550 (Artificial Intelligence) or Permission of Department
|Paper Review||25%||Write comprehensive paper reviews for assigned papers|
|Paper Presentation||20%||Present assigned papers and lead discussion|
|Team Project||45%||Project proposal (10%); Progress review (5%); Final presentation (15%) and report (15%)|
Grade Conversion Table:
We will strictly follow UGA’s Academic Honesty Policy. Dishonest behavior will not be tolerated and may result into failing the course. Please contact the instructor if you have any concerns regarding this issue.
Class Schedule (Tentative)