Personal experience of machine learning practice
Posts by Year
Using two-round cross validation for model selection and performance evaluation.
Paper reading notes
Paper reading notes on machine learning
Convolution is one of the most mysterious words for a novice deep learner. It is just a fancy operation of the weighted sum.
We have accumulated abundant intuition in human learning. Maybe such intuition is transferable to guide machine learning practice at the macro level.
Paper reading notes on CNNs
Reading notes of Deep Learning book by Ian Goodfellow, Yoshua Bengio and Aaron Courville
I completed the Udacity computer vision nanodegree of the April 2018 cohort. This is a 3-month online course focuses mainly on the deep learning techniques f...
Reading notes on deep learning and artificial intelligence papers
Read papers on Medical Imaging Analysis with CNN.
General deep learning
Refine my research question.
The general landscape of my research interests is the application of technologies in health/medical area.
The following is the research questions I wrote in 2016. They serve as a starting point, so that I can come back to them from time to time.