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Deep Learning Stage [clear filter]
Thursday, January 24
 

4:00pm

Deeper Things: How Netflix Leverages Deep Learning in Recommendations and Search
In this talk, we will provide an overview of Deep Learning methods applied to personalization and search at Netflix. We will set the stage by describing the unique challenges faced at Netflix in the areas of recommendations and information retrieval. Then we will delve into how we leverage a blend of traditional algorithms and emergent deep learning methods to address these challenges. We will conclude with a note on future directions we plan on pursuing at Netflix.

Speakers
avatar for Aish Fenton, Netflix

Aish Fenton, Netflix

Research Manager, Netflix
Aish is a Research Manager at Netflix. He leads the machine learning research team there for recommender systems and search algorithms. Aish has over 22 years of experience at the intersection of mathematics and software engineering. Prior to Netflix, Aish headed data science at Opentable... Read More →
avatar for Sudeep Das, Netflix

Sudeep Das, Netflix

Senior Researcher, Netflix
Sudeep Das is a Senior Researcher at Netflix, where his main focus is on developing the next generation of machine learning algorithms to drive the personalization, discovery and search experience in the product. Apart from algorithmic work, he also takes a keen interest in data visualizations... Read More →


Thursday January 24, 2019 4:00pm - 4:20pm
Grand Ballroom Hyatt Regency San Francisco, 5 Embarcadero Center, San Francisco, CA 94111, USA