主题：An Introduction to Deep Learning & How to Do Research in Machine Learning时间：2017年06月08日（周四）晚上18:40-20:00
地点：北大文史楼119
主讲人：蒙特利尔大学助理教授唐建博士（Bengjo组新锐科研主力）
Abstract
Artificial
Intelligence has become the driving force of the fourth industrial
revolution. The core techniques of artificial intelligence are machine
learning, especially deep learning, which uses artificial neural
networks to develop intelligence algorithms by learning from data. In
the first part of this talk, I will give an introduction to deep
learning, highlighting its applications in different domains including
computer vision, speech recognition, natural language understanding, and
information network analysis. In the second part, I will give an
introduction to how to do research in machine learning or deep learning
for undergraduate students.
Speaker’s bio:
Dr.
Jian Tang will be joining the department of decision science, HEC
Montreal, as an assistant professor starting from this fall. He will
also be a faculty member of Montreal Institute for Learning Algorithms
(MILA), which is the deep learning group lead by one of the deep
learning pioneers Yoshua Bengio. His research interests are deep
learning, reinforcement learning, statistical topic modelling with
various applications. He was a research fellow in University of Michigan
and Carnegie Mellon University. He received his Ph.D degree from Peking
University and was an associate researcher in Microsoft Research Asia.
He received the best paper award of ICML’14 and nominated for the best
paper of WWW’16. He is a PC member of many prestigious conferences such
as IJCAI, AAAI, ACL, EMNLP, WWW, WSDM, and KDD.
演讲人简介：
唐建博士今年秋季将加入蒙特利尔大学商学院成为助理教授，同时也是深度学习奠基人之一Yoshua
Bengio教授领导的深度学习小组MILA的教师成员。
他的研究兴趣包括深度学习、强化学习、统计主题模型以及这些方法在不同领域的应用。他于2014年北京大学信息科学技术学院获得博士学位。曾经是密歇根大学和卡内基梅隆大学的联合培养博士后以及微软亚洲研究院副研究员。他于2014年获得机器学习顶级会议ICML的最佳论文以及2016年获得数据挖掘顶级会议WWW最佳论文提名。他是人工智能和数据挖掘领域多个顶级会议的程序委员如IJCAI,
AAAI, ACL, EMNLP, WWW, WSDM, and KDD.
敬请期待！
“科技创新与创业”北大公选课
北大主持教师：张铭、许辰人、陈斌
企业主持教师：雷鸣
助教信息：
宋卫平：songweiping[at]pku.edu.cn
王婧：jing.wang[at]pku.edu.cn
微信号：pkuxstart
课程网站：http://net.pku.edu.cn/dlib/pkuxstart/
原文链接：
https://mp.weixin.qq.com/s/C1i5gFSzYTgFQ-D3S6yUQQ
