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BIMSA-Tsinghua Seminar on Machine Learning and Differential Equations
Differential Equation Model via Semi-supervised Learning
Differential Equation Model via Semi-supervised Learning
Organizers
Speaker
Time
Thursday, September 15, 2022 10:30 AM - 12:00 PM
Venue
1129B
Online
Zoom 537 192 5549
(BIMSA)
Abstract
半监督学习是机器学习重要的研究领域，对于少量标注数据的问题具有重要的意义。在本报告中，我们将探讨半监督学习中的各类微分方程模型，包括Laplace方程，无穷Laplace方程，双调和方程，对流扩散方程，通过理论分析和实际算例展示不同微分方程模型的应用范围。
Speaker Intro
Zuoqiang Shi is a tenured professor at Yau Mathematical Sciences Center, Tsinghua University and a part-time researcher at BIMSA. His main research interests lie in numerical methods for partial differential equations, differential equation models in image processing and machine learning, and time-frequency analysis of nonlinear non-stationary signals. He has published over 50 articles in internationally renowned academic journals such as ACHA, the SIAM series, Advances in Mathematics, and ARMA.