Round 2: A Survey of Causal Inference Applications at Netflix
Netflix Research
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1M ago
At Netflix, we want to ensure that every current and future member finds content that thrills them today ..read more
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Discovering Creative Insights in Promotional Artwork
Netflix Research
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1M ago
In a previous blog post we explained how our artwork personalization algorithm can pick the best image for ..read more
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Is Cosine-Similarity of Embeddings Really About Similarity?
Netflix Research
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1M ago
Cosine-similarity is the cosine of the angle between two vectors, or equivalently the dot product between ..read more
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Netflix Original Research: ACIC 2024
Netflix Research
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2M ago
ACIC Image Netflix is thrilled to be sponsoring the 2024 American Causal Inference Conference – and to be ..read more
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OSS Generative AI Opportunities in the Enterprise
Netflix Research
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2M ago
As enterprises have been responding to the evolving Generative AI landscape, we wanted to explore the roles ..read more
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What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment
Netflix Research
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2M ago
The fundamental problem of causal inference -- that we never observe counterfactuals -- prevents us from ..read more
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Near-Optimal Non-Parametric Sequential Tests and Confidence Sequences with Possibly Dependent Observations
Netflix Research
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2M ago
Sequential tests and their implied confidence sequences, which are valid at arbitrary stopping times ..read more
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Sequential A/B Testing Keeps the World Streaming Netflix Part 1: Continuous Data
Netflix Research
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2M ago
In this blog post, we develop a statistical procedure to quickly and confidently identify any difference in ..read more
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