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.
Short introduction to Reinforcement Learning, mostly Q-learning
After a general introduction on neural networks, we explain different recurrent neural networksarchitectures such as GRU and..
Features for valuation of real estate are not equally distributed spatially Amenities which contribute to high prices in Neu..
Introduction to Generative Adversarial Networks (GAN) with basic applications
Financial risk measure FRM (Financial Risk Meter) is proposed for Emerging markets (FRM@EM).