Generating Synthetic Data With GANs

Nov 9, 2021 路 Palo Alto, United States of America

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Do we have enough data? Are our datasets imbalanced? How can we accelerate research while avoiding data leakage? Generative Adversarial Networks (GANs) are a promising AI solution to these questions. With GANs, we can generate more and better data that is more fair and generalizable, which can be used to improve ML models and algorithm testing. GANs are also promising in the field of data privacy, since they could break barriers to data sharing, allowing companies and institutions to accelerate research findings.

Agenda:

11:45 am - 11:55 am Arrival, socializing and Opening
11:55 am - 1:00 pm Marta Batlle L贸pez, "Generating Synthetic Data With GANs"
1:00 pm - 1:10 pm Q&A

About Marta Batlle L贸pez

As a data scientist in Pharma Informatics and Product Development at Roche, Marta is currently leading the development of a Deep Learning group focused on Generative Adversarial Networks and their applications in healthcare. In the past, she has also worked on different projects in the field of Natural Language Processing to speed up clinical trials. She is currently a One Young World Ambassador for Roche, with the goal to promote AI fairness within the company. Prior to joining Roche, she completed an MSc in Health Data Science and an MRes in Neuroscience at University College London.

Please register using the zoom link to get a reminder:

https://us02web.zoom.us/webinar/register/WN_-6YyWkajRNy49byw2oumpg

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  • Silicon Valley Data Science, ML, AI Platform

    Our meetup is for people who wish to jump-start to their careers in Data Science - and like to learn how? Who should be in this meetup? 鈥⒙ Data Science lovers 鈥⒙ Professionals who are looking to shift to data science career聽 鈥⒙ Students are considering data careers 鈥⒙ Professionals from engineering and science background who would like to excel in data skills.聽 What do we provide? 鈥⒙ Help you to learn basic data skills聽 鈥⒙ Identify needs in data science and define career paths for newcomers.聽 鈥⒙ Conne

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