Machine Learning

• 2
• 30 Students
• All Levels

Courselet

Short introduction to Reinforcement Learning, mostly Q-learning

• 2
• 21 Students
• All Levels

Courselet

This course deals with the intersection of causal inference, especially heterogeneity, and Machine Learning. We will see wh..

• 3
• 92 Students
• All Levels

Courselet

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

• 2
• 17 Students
• All Levels

Courselet

Latent Dirichlet Allocation (LDA) extensions

• 2
• 55 Students
• All Levels

Courselet

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

• 2
• 7 Students
• All Levels

Courselet

Presentation of the research paper "Assessing the Quality of Human-Generated Summaries with Weakly Supervised Learning"

• 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
• 18 Students
• All Levels

Courselet

Financial risk measure FRM (Financial Risk Meter) is proposed for Emerging markets (FRM@EM).

• 2
• 9 Students
• All Levels

Courselet

Possible Approximately Correct Learning

• 2
• 10 Students
• All Levels

Courselet

Introduction to Generative Adversarial Networks (GAN) with basic applications

• 2
• 22 Students
• All Levels

Courselet

Features for valuation of real estate are not equally distributed spatially Amenities which contribute to high prices in Neu..

• 2
• 40 Students
• All Levels

Courselet

Introduction to Boosting Algorithms

• 2
• 1 Students
• All Levels

Courselet

Presentation for the paper "Does non-linear factorisation of financial returns help build better and stabler portfolio?"

• 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..

• 1
• 3 Students
• All Levels

Courselet

Learning Probability Distributions in Macroeconomics and Finance

• 3
• 2 Students
• All Levels

Courselet

Cross-exchange Crypto Risk: A High-frequency Dynamic Network Perspective

• 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..

• 2
• 3 Students
• All Levels

Courselet

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

• 2
• 3 Students
• All Levels

Courselet

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

• 2
• 2 Students
• All Levels

Courselet

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

• 2
• 9 Students
• All Levels

Courselet

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

• 0
• 111 Students
• All Levels

Course

Bachelor-level lecture aimed to strike a balance between teaching students how to code in Python and conveying the foundation..