PinnedJonathan Hui·Apr 19, 2018A listing of my articles in deep learningIncludes object detection, self-driving car, meta-learning etc …A response icon13A response icon13
Jonathan Hui·Feb 10Nvidia Blackwell GB200 NVL72 & NetworkingOne might think that winning the AI accelerator market requires designing the most powerful accelerators and memory systems. However, for…A response icon1A response icon1
Jonathan Hui·Jul 3, 2024Optimization: Calculus of VariationsTo find the optimal values of a function f, we solve for the points where its derivative f’ equals zero.A response icon1A response icon1
Jonathan Hui·Jun 26, 2024Reproducing Kernel Hilbert Space for Machine LearningKernelA response icon2A response icon2
Jonathan Hui·Jun 10, 2024RegNetNAS-like methods explore a search space to find optimal models for specific tasks. In contrast, RegNets take a systematic approach by…A response icon1A response icon1
Jonathan Hui·May 27, 2024Kernels 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…A response icon5A response icon5
Jonathan Hui·May 20, 2024Vector 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…A response icon4A response icon4
Jonathan Hui·May 15, 2024The 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…A response icon5A response icon5
Jonathan Hui·Mar 15, 2023What 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…A response icon1A response icon1
