E-commerce

Real-life Applications of Contextual Bandits

As the world moves towards greater automation, the need for intelligent algorithms to facilitate decision-making processes is becoming increasingly crucial. In this regard, contextual bandits have emerged as a powerful tool for addressing adaptive learning and decision-making challenges in various real-world applications. This blog post will delve into the theoretical underpinnings of contextual bandits, elucidating …

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Modeling Multiple User Interests using Hierarchical Knowledge for Conversational Recommender System

In today’s world, e-commerce has become an integral part of our lives, and the success of these platforms relies on providing personalized recommendations to users. Recommender systems, therefore, play a crucial role in providing these personalized recommendations, and are used extensively in various industries, including music, movies, and online shopping. Recommender systems utilize users’ past …

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