25 min listen
Reinforcement Learning for Personalization at Spotify with Tony Jebara - #609
FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Reinforcement Learning for Personalization at Spotify with Tony Jebara - #609
FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
ratings:
Length:
41 minutes
Released:
Dec 29, 2022
Format:
Podcast episode
Description
Today we continue our NeurIPS 2022 series joined by Tony Jebara, VP of engineering and head of machine learning at Spotify. In our conversation with Tony, we discuss his role at Spotify and how the company’s use of machine learning has evolved over the last few years, and the business value of machine learning, specifically recommendations, hold at the company.
We dig into his talk on the intersection of reinforcement learning and lifetime value (LTV) at Spotify, which explores the application of Offline RL for user experience personalization. We discuss the various papers presented in the talk, and how they all map toward determining and increasing a user’s LTV.
The complete show notes for this episode can be found at twimlai.com/go/609.
We dig into his talk on the intersection of reinforcement learning and lifetime value (LTV) at Spotify, which explores the application of Offline RL for user experience personalization. We discuss the various papers presented in the talk, and how they all map toward determining and increasing a user’s LTV.
The complete show notes for this episode can be found at twimlai.com/go/609.
Released:
Dec 29, 2022
Format:
Podcast episode
Titles in the series (100)
This Week in ML & AI - 7/22/16: ML to Optimize Datacenters, Crazy New GPU from NVIDIA, Faster RNNs: This Week in Machine Learning & AI brings you the… by The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)