温州求学
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Pages
温州求学
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Posts
Why Is Not Your Neural Network Learning? Insights and Solutions
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I recently stumbled upon a perplexing issue where my neural network, tasked with a regression problem, stubbornly learned to predict the average value of the dataset. After hours of meticulous investigation, I managed to close this issue.
In this blog, I’ll delve into the crux of the problem and share some insights I obtained for training neural networks till now.
Enable Google Search Results for Static GitHub pages
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After configuring the personal github.io page, it is expected that your customized pages will be found using Google search engines. However, it is not for granted and in this Blog, we’ll show how to achieve this.
Why I Start Writing
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We live within the scenes we create, not the memories we leave behind. Yet, some memories are worth documenting, for they become part of the scene when we look back once again.
portfolio
Bilibili Media Operation - Engaging Over 38k Enthusiasts in AI Knowledge
Dedicated to sharing knowledge on artificial intelligence, our Bilibili account has captivated a community of more than 38k learners
publications
Evolutionary Neural Networks for Option Pricing: Multi-Assets Option and Exotic Option
Published in Proceedings of the AAAI Symposium Series, 2023
This paper proposed a novel approach called Evolutionary Neural Network to solve option pricing problems. Evolutionary Neural Network has time-variable parameters, transforming the time-dependent PDEs into ODEs and then applying a standard ODE solver to solve it. This framework is flexible with boundary conditions and can scale up to higher dimensions, allowing pricing customized options.
Recommended citation: Li, Y., Wu, Z., & Ye, F. (2023). Evolutionary Neural Networks for Option Pricing: Multi-Assets Option and Exotic Option. Proceedings of the AAAI Symposium Series.
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talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.