Kallirroi Dogani

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A Neural Collaborative Filtering Model for Product Size Recommendations

Providing customers with accurate size guidance is one of the main challenges in the online fashion industry. In this talk, we discuss recent research we have conducted on the size prediction problem to help customers discover products that are available in their size. We describe how using past purchases we can train a neural network model to learn latent size representations and predict customer sizes.

Kallirroi Dogani is a Machine Learning Scientist at ASOS. Her recent work focuses on size recommendations in fashion e-commerce as well as improving the quality, novelty and diversity of product recommendations. She holds a Master’s degree in Artificial Intelligence from the University of Leuven and has previously applied her skills as a data scientist in AI & tech startups.

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