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Arnab Dutta

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Search Relevance: A/B testing to Reinforcement LearningPyData Berlin 20182018-07-06
Compares A/B testing with reinforcement learning for e‑commerce search relevance and claims multi‑armed bandits give faster convergence than A/B when quick…
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“Which car fits my life?” - mobile.de’s approach to recommendationsPyData Berlin 20172017-06-23
mobile.de runs a hybrid recommender that combines collaborative matrix factorization with content vectors to handle a rapidly changing 1.6 million-item…
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Smart Banking - Real Time DrivenPyData Berlin 20162016-05-20
Number26 describes a concrete pipeline: real time categorisation of transactions using AWS Kinesis, DynamoDB and Amazon Machine Learning plus NLP (stanford…
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