43. Ethics, image and video surveillance x Paris WiMLDS скачать в хорошем качестве

43. Ethics, image and video surveillance x Paris WiMLDS

The Women in Machine Learning & Data Science (WiMLDS) Meetup aims to inspire, educate, regardless of gender, and support women and gender minorities in the field. We are back for our 42nd edition, are you ready to get all the answers about data science? Following the National Assembly's decision to adopt algorithmic video surveillance at the 2024 Olympics, we are organising a "special" meetup entitled "Ethics, image and video surveillance". To mark the occasion, we are delighted to welcome Julie Delon, Ruth Binkyte and Francesca Iannuzzi ! All genders may attend our meetups. Agenda --- 19:00 - Launch of the evening by the Paris WiMLDS meetup team and Botify --- 19:15 - "Plug & Play approaches for image and video restoration" by Julie Delon, Lecturer and Researcher @ UFR Mathématiques-Informatique, Université Paris Cité Julie Delon's work: https://judelo.github.io/ Twitter : @delonju -- 19:40 - "Identifying and mitigating bias in machine learning" by Ruth Binkyte, Doctoral Researcher @ Inria Saclay-Ile-de-France, LIX, École Polytechnique Abstract : The concerns about Fairness in AI are growing as the new technology becomes increasingly pertinent in healthcare, job hiring, loan granting, and other domains. This talk reviews well-known AI discrimination cases and introduces AI Fairness concepts and notions. The following discussion examines the types of bias in the data contributing to discrimination and suggests strategies for overcoming or mitigating them. Twitter : @RutaBinky -- 20:05 - "Sales Forecasting as a Data Product : A Journey of Successes, Challenges, and Learnings" by Francesca Iannuzzi, Head of Data Science @ Maisons Du Monde Abstract : Sales forecasting plays a pivotal role in retail, serving a multitude of business objectives. Leveraging a data-driven approach can yield considerable rewards, yet the path to implementation is full of challenges. Join us as we share a retrospective of our journey at Maisons du Monde. --- 20:30 - Open discussion on the theme of the meetup with the speakers. The discussion will be moderated by Caroline Therwath-Chavier, co-founder of the meetup. --- 20:45 - Cocktail with meetup participants During the event, you can share content using @WiMLDS_Paris and @botify ---