Not a Typical Talk on Recommender Systems
A general pipeline inside a recommender systemAbstract
Understand recommender systems from a less technical perspective
Date
Jul 18, 2019 2:00 PM — 3:00 PM
Location
Lun-Tan via Zoom
This talk introduces the fundamentals of recommender systems to those unfamiliar. The talk covers the motivations for recommender systems, a typical pipline inside a recommender system, and several basic models for CTR prediction (LR, Poly2, and (F)FM). A dicussion on the ethical implication of recsys is included at the end.
Tianyu Zhang 张天宇
Undergraduate AI Major. Dreamer. Doer.
My research interests lie at the intersection of machine learning and scalable, distributed systems.