This project is targeting people who want to learn internals of ml algorithms or implement them from scratch. The code is much easier to follow than the optimized libraries and easier to play with.

BACKGROUND: Hypertension induces structural and functional damage in multiple organs. Evidence of subclinical damage ...

李航老师的《统计学习方法》和周志华老师的西瓜书《机器学习》一直国内机器学习领域的经典教材 ...

Abstract: As an efficient feature engineering tool, principal component analysis (PCA) has been widely used for feature extraction in the past decades. While a deep form of PCA has been developed for ...

This is a tentative schedule and is subject to change. Please note that Youtube takes some time to process videos before they become available.

Abstract: In this paper, we propose a simple variant of the original SVRG, called variance reduced stochastic gradient descent (VR-SGD). Unlike the choices of snapshot and starting points in SVRG and ...

Find out more about undergraduate study at the School of Electronic Engineering and Computer Science.