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The field of machine learning is evolving at a rapid pace, with the regular release of new models that promise improvements over their predecessors. Evaluating a...
Anomaly detection is the identification of data that diverges significantly from established norms, which can indicate harmful activity. It’s a particularly tough challenge in the case...
Rajeev Rastogi, vice president of applied science in Amazon’s International Emerging Stores division. In a keynote address at this year’s ACM Conference on Recommender Systems (RecSys),...
In 2021 and 2022, when Amazon Science asked members of the program committees of the Knowledge Discovery and Data Mining Conference (KDD) to discuss the state...
At the age of 12, Alex Wiltschko bought his first perfume, Azzaro pour Homme. He’d read about it in his favorite book — Perfumes: The Guide,...
E-commerce sites often recommend products that are related to customer queries — phone cases for someone shopping for a phone, for instance. Information about product relationships...
Information retrieval engines like the one that helps Amazon customers find products in the Amazon Store commonly rely on bipartite graphs that map queries to products....
In March of 2022, Amazon and Carnegie Mellon University announced the second class of Amazon graduate research fellows, marking an expansion of the company’s efforts to...