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We are honored to welcome Mohammad Emtiyaz Khan (RIKEN AIP) for a talk on "Deep Learning with Bayesian Principles" at Mirai Lab Palette in Otemachi. In December he gave a 2-hour tutorial at NeurIPS in Vancouver, that received a lot of fantastic feedback from the machine learning research community and we're excited that he has agreed to give talk and Q&A session for the MLT community in Tokyo.
"Deep Learning with Bayesian Principles" at NeurIPS 2019: https://slideslive.com/38923183/deep-learning-with-bayesian-principles
● 18:30 Doors Open
● 19:00 Welcome words
● 19:10 "Deep Learning with Bayesian Principles", Mohammad Emtiyaz Khan
● 20:10 Q&A
● 21:00 Closing
Deep learning and Bayesian learning are considered two entirely different fields often used in complementary settings. This talk will introduce modern Bayesian principles to bridge the gap between the two fields. I will discuss a new learning rule, called the Bayesian learning rule, and its importance in improving many aspects of deep learning.
Emtiyaz Khan (also known as Emti) is a team leader at the RIKEN center for Advanced Intelligence Project (AIP) in Tokyo where he leads the Approximate Bayesian Inference Team. He has previously worked at EPFL (Switzerland) and UBC (Canada). The main goal of Emti’s research is to understand the principles of learning from data and use them to develop algorithms that can learn like living beings.
💙 THANK YOU
Huge thank you goes out to Sumitomo Corporation and MIRAI LAB PALETTE for having us at their brand new co-working space in Otemachi. Find more information about the space here: https://www.sumitomocorp.com/ja/jp/palette/place/hub.html
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