Publications: [operations and concentration] [MP non iid - in preparation] [Softmax]; Other Academic Activities: Published an internship offer for students with a strong background in maths and interested in Machine Learning applications.
Research Experience
Work Experience: Former data scientist at EDF Beijing; Research Projects: Led a project on modeling static physical systems like chillers or heating networks with transformers; Position: Assistant Professor; Supervised Student: Recruited a PhD student, Wenrang Zhang, who has been working on the project since September 2023.
Education
Insufficient information provided.
Background
Research Interests: Theory of Random Matrices, Performance Prediction of Machine Learning Algorithms, High-Dimensional Data Analysis; Professional Field: Data Science; Brief Introduction: Currently an Assistant Professor at The Chinese University of Hong Kong, Shenzhen (CUHK-SZ), focusing on using the theory of random matrices to predict the performance of machine learning algorithms such as ridge regression, robust regression, kernel methods, etc.