菲律宾环球360注册账号学术报告[2020] 023号
(高水平大学建设系列报告375号)
报告题目: An Optimization View Point of Deep Learning: From Theory to Applications (三)
报告人: 贾西西 副研究员 (西安电子科技大学)
报告时间:2020年6月10日9:00-10:30
报告地点: 腾讯会议 330 850 001
报告内容:
Deep learning has become a milestone in a lot of applications ranging from computer vision, to natural langue processing, to auto drive. In this talk, I will give a general analysis of deep learning from the optimization point of view. To be more specific, I will show that how does each of the three ingredients in deep learning — training data, network architecture and optimization algorithms --affect the overall learning and generalization. Meanwhile, I will expose some tricks that really help improving the training efficiency.
报告人简历:
Xixi Jia was graduated from Xidian University, and currently he serves at the school of mathematics and statistics of Xidian University. He also works as a research assistant at the Hong Kong Polytechnic University. His research interests include deep learning, differential equation, optimization and low-level vision.
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菲律宾环球360注册账号
2020年6月9日