Regular biography
Dr Kevin N Webster is a Senior Teaching Fellow in Statistics at the Department of Mathematics, Imperial College London. His work focuses on statistical methodologies and their applications. Dr Webster is affiliated with the university's mathematics department and contributes to the teaching and learning environment. His profile page provides further details about his research and academic activities.
Scholar-generated biography
Kevin Webster is a Senior Teaching Fellow at Imperial College London, specializing in Deep Learning, Machine Learning, Statistical Learning Theory, Dynamical Systems, and Music Information Retrieval. His research explores the intersection of machine learning and dynamical systems, focusing on approximation of Lyapunov functions, learning reversible symplectic dynamics, and structure induction in generated melodies. He investigates bifurcations, transient behaviors, and basin stability in complex systems, with applications in both theoretical and applied domains. His work also addresses challenges in handling missing data in deep learning for tabular data, emphasizing robust and interpretable models.