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Build a Visually-Aware Recommender System – Learn your tastes!

Aprile 4 @ 7:00 pm - 9:00 pm


Speaker: Elena Giarratano – Senior Data Scientist at Data Reply

Build a Visually-Aware Recommender System – Learn your tastes!

7:00pm – 7:30pm – ODSC Intro, Networking
7:30pm – 8:20pm – Talk
8:20pm – 8:30pm – Q&A
8:30pm – 9:00pm – Networking, Pizza & Refreshments

Three years of experience in the data science field. Highly skilled in forecasting and image processing. Currently Senior Data Scientist, leading groups of 3/5 persons in exploring raw data while working closely with the data owner, building machine learning models to find hidden pattern inside the data, developing data products like predictive models fed by both measure and image data, and finally drawing customised visualisations to provide useful metrics on results.

Building effective Recommender Systems for domains involving personal tastes is challenging due to the high level of subjectivity and the semantic complexity of the features involved (e.g., art, beauty, outfit). What if we could make the recommender system “tastes-aware”? We’ll start by talking about Deep Learning-Based Recommender Systems and then carry on discovering the Visually-Aware Recommender Systems – Convolutional SiameseNet-based models trained according to the Bayesian Personalized Ranking approach.

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Aprile 4
7:00 pm - 9:00 pm
Categorie Evento:
Sito web:


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Milano Digital Science-OPSC