PinnedJonathan HuiA listing of my articles in deep learningIncludes object detection, self-driving car, meta-learning etc …Apr 19, 201813Apr 19, 201813

Jonathan HuiKernels for Machine LearningIn many machine learning problems, input data is transformed into a higher-dimensional feature space using a non-linear mapping to make it…2d ago12d ago1

Jonathan HuiVector Space, Normed Space & Hilbert Space (Machine Learning)Euclidean space, the familiar geometry of our everyday world, provides a useful framework for understanding basic geometric concepts like…May 204May 204

Jonathan HuiThe Study of Mathematical Spaces (Machine Learning)The terminology of mathematical spaces in AI research papers can be intimidating. Fortunately, understanding these concepts isn’t always…May 15May 15

Jonathan HuiWhat is new with GPT-4?On March 14th, GPT-4 was released. It gave us some insight into its progress toward achieving superhuman proficiency. Nonetheless, you may…Mar 15, 20231Mar 15, 20231

Jonathan HuiHow much do I like ChatGPT?Andy Rachleff, an entrepreneur and investor, famously said that you know you have a strong product-market fit when your customers are so…Jan 12, 20233Jan 12, 20233

Jonathan HuiRL — Reinforcement Learning Algorithms OverviewWe have examined many Reinforcement Learning (RL) algorithms in this series, for instance, Policy Gradient methods for the MoJoCo tasks…Dec 12, 20221Dec 12, 20221

Jonathan HuiRL — Transfer Learning (Learn from the Past)Humans are explorers and we do it smartly. In reinforcement learning RL, model-free methods search the solution space millions of times…Jun 27, 2022Jun 27, 2022