AbstractThis lecture will review the theory and application of typical biomathematic models such as logistic model, infectious disease model, predator model, etc.Speaker Intro杨武岳,毕业于清华大学,理学博士。从事生物数学、机器学习理论及其应用等研究
In statistical learning, various mathematical optimalities are used to characterize performances of different learning methods. They include minimax optimality from a worst-case standpoint and asymptotic efficiency from a rosy view that the regression function to be learned sits there to be discovered. When multiple models, e.g., trees, neural networks and support vector machines, are considere...