MLT __init__ Session #10: Rethinking Importance Weighting скачать в хорошем качестве

MLT __init__ Session #10: Rethinking Importance Weighting

📌 Paper Reading & Discussion 📌 Fang et al. (2020): Rethinking Importance Weighting for Deep Learning under Distribution Shift https://arxiv.org/abs/2006.04662 📌 Presenter: Nan Lu, Ph.D. student at the University of Tokyo 👉 PRESENTER BIO Nan Lu is a machine learning Ph.D. student at the University of Tokyo, and her research interests lie in the fields of weakly supervised learning, deep learning, and privacy-preserving learning. More info: https://scholar.google.co.jp/citation... 🤖 ABOUT MLT _init_ A monthly event led by Jayson Cunanan and J. Miguel Valverde where a paper is first presented by a volunteer and then discussed among all attendees. Our goal is to give participants good initializations to study Deep Learning effectively. We also hope to promote collaboration between participants. We will try to achieve this by: Discussing fundamental papers whose key ideas apply to state-of-the-art models. Providing the audience with summaries, codes, and visualizations to help understand the critical parts of a research paper. Find more information, the videos, and materials from previous sessions in https://github.com/Machine-Learning-T... ● ORGANIZERS’ BIO 👉 J. Miguel Valverde is a Ph.D. student at the University of Eastern Finland working on Rodent MRI Segmentation with Deep Learning. He has multiple research experiences across Europe and Japan. In his free time, he enjoys nature, learning languages, programming, and making food.   / jmlipman   👉 Jayson Cunanan is an AI Researcher/Engineer at AI inside. He obtained a Ph.D. in Mathematics at Nagoya University and was awarded the JSPS Postdoctoral Fellowship 2018. In his free time, he loves playing the guitar.   / jayson-cunanan-phd     / jsonmathsai   ========================= MLT (Machine Learning Tokyo) site: github: https://github.com/Machine-Learning-T... slack: https://machinelearningtokyo.slack.co... discuss: https://discuss.mltokyo.ai/ twitter:   / __mlt__   meetup: https://www.meetup.com/Machine-Learni... facebook:   / machinelearningtokyo