PinnedA listing of my articles in deep learningIncludes object detection, self-driving car, meta-learning etc …Apr 19, 2018A response icon13Apr 19, 2018A response icon13
Optimization: Calculus of VariationsTo find the optimal values of a function f, we solve for the points where its derivative f’ equals zero.Jul 3, 2024A response icon1Jul 3, 2024A response icon1
Reproducing Kernel Hilbert Space for Machine LearningKernelJun 26, 2024A response icon2Jun 26, 2024A response icon2
RegNetNAS-like methods explore a search space to find optimal models for specific tasks. In contrast, RegNets take a systematic approach by…Jun 10, 2024A response icon1Jun 10, 2024A response icon1
Kernels 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…May 27, 2024A response icon5May 27, 2024A response icon5
Vector 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 20, 2024A response icon4May 20, 2024A response icon4
The 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 15, 2024A response icon5May 15, 2024A response icon5
What 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, 2023A response icon1Mar 15, 2023A response icon1
