Workshop on Recommender Systems in Fashion Copenhagen, Denmark, 20th September 2019 Online Fashion retailers have significantly increased in popularity over the last decade, making it possible for customers to explore hundreds of thousands of products without the need to visit multiple stores or stand in long queues for checkout. However, the customers still face several hurdles with current onlin