Machine Learning

• 2
• 10 Students
• All Levels

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

• 7
• 17 Students
• All Levels

This course includes the work of Kainat Khowaja and her PhD supervisor towards exploring the random forests, and all the rele..

• 2
• 4 Students
• All Levels

Master thesis presentation

• 1
• 5 Students
• All Levels

Possible Approximately Correct Learning

• 3
• 21 Students
• All Levels

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

• 2
• 10 Students
• All Levels

Latent Dirichlet Allocation (LDA) extensions

• 2
• 17 Students
• All Levels

Introduction of Kalman filter including the background, calculation methodology and application.

• 2
• 7 Students
• All Levels

K-expectile clustering

• 1
• 11 Students
• All Levels

Short introduction to Reinforcement Learning, mostly Q-learning

• 2
• 18 Students
• All Levels

After a general introduction on neural networks, we explain different recurrent neural networks architectures such as GRU an..