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b'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\\u2019s use of machine learning has evolved over the last few years, and the business value of machine learning, specifically recommendations, hold at the company.\\nWe 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\\u2019s LTV.\\xa0\\nThe complete show notes for this episode can be found at twimlai.com/go/609.'