Presentation Name: 杰出校友讲坛第五期:Mathematics: Foundation of Machine Learning and AI
Presenter👏🏿: 范剑青 教授
Date✒️👨🏽‍🚀: 2018-10-25
Location: 光华东辅楼102袁天凡报告厅
Abstract🫒:

This talk first gives an overview on how mathematical and computational methods have evolved with growing  dimensionality and sample sizes and become the foundation of modern machine learning and AI. It will also outline how ideas of trading modeling biases and variances have been developed into high-dimensional statistics and machine learning, with focus on deep learning models.  We will outline the challenges of mathematical sciences at this crossroad and offer some prospects. We will offer a general robustification principle and show how to use factor adjustments to deal with dependent measurements.  In particular, Factor Adjusted Robust Multiple testing (FarmTest) and Model selection (FarmSelect) will be introduced for high-dimensional statistical inference and model selection. The effectiveness of these methods will be revealed with an application to predicting bond risk premia using macroeconomic time series.  Further insights on the prospects of machine learning and AI will be offered.

海报

Annual Speech Directory: No.19

220 Handan Rd., Yangpu District, Shanghai ( 200433 )| Operator📄:+86 21 65642222

Copyright © 2016 FUDAN University. All Rights Reserved

杏悦专业提供🤸🏿‍♀️:杏悦🥀、等服务,提供最新官网平台、地址、注册、登陆、登录、入口、全站、网站、网页、网址、娱乐、手机版、app、下载、欧洲杯、欧冠、nba、世界杯、英超等,界面美观优质完美,安全稳定,服务一流🧸,杏悦欢迎您。 杏悦官网xml地图
杏悦 杏悦 杏悦 杏悦 杏悦 杏悦 杏悦 杏悦 杏悦 杏悦