This courselet will cover how to assess and capture sentiment with regards to news article publications via supervised machin..
The Shapley Decomposition is a model-agnostic tool which is able give a variable importance measure on a local level.
This course includes the work of Kainat Khowaja and her PhD supervisor towards exploring the random forests, and all the rele..
Learning Probability Distributions in Macroeconomics and Finance
Master thesis presentation
Possible Approximately Correct Learning
We will mainly focus on Latent Dirichlet Allocation (LDA) and its extensions.
Latent Dirichlet Allocation (LDA) extensions
Introduction of Kalman filter including the background, calculation methodology and application.