Machine Learning

• 2
• 3 Students
• All Levels

Courselet

Variational Bayes is designed to approximate posterior densities arising in Bayesian inference and machine learning

• 2
• 6 Students
• All Levels

Courselet

This study is to predict the closing price of the Taiwan Top 50 Tracker Fund using different machine learning algorithms and..

• 3
• 5 Students
• All Levels

Courselet

This courselet will cover how to assess and capture sentiment with regards to news article publications via supervised machin..

• 2
• 16 Students
• All Levels

Courselet

The Shapley Decomposition is a model-agnostic tool which is able give a variable importance measure on a local level.

• 2
• 9 Students
• All Levels

Courselet

In this talk, we introduce a Bayesian evaluation framework that leverages unlabeled data to facilitate more accurate predicti..

• 2
• 2 Students
• All Levels

Courselet

This is the courselet for the article "Risk budget portfolios with convex Non-negative Matrix Factorization"

• 1
• 3 Students
• All Levels

Courselet

Learning Probability Distributions in Macroeconomics and Finance

• 2
• 3 Students
• All Levels

Courselet

This is the courselet for the article "Portfolio tail-risk protection with non-linear latent factors"

• 2
• 9 Students
• All Levels

Courselet

Possible Approximately Correct Learning

• 3
• 92 Students
• All Levels

Courselet

We will mainly focus on Latent Dirichlet Allocation (LDA) and its extensions.