Learning with Gaussian Processes
Building Machines that Imagine and Reason: Principles and Applications of Deep Generative Models
Kernels and Gaussian Processes
Recurrent Neural Networks (RNNs)
Inferring Latent Functions with Gaussian Processes in Differential Equations
The Open Digital Archaeology Textbook
Structured Prediction for Natural Language Processing
HawkesTopic: A Joint Model for Network Inference and Topic Modeling from Text-Based Cascades
Modelling Transcriptional Regulation with Gaussian Processes
How Does the Brain Compute and Compare Values at the Time of Decision-Making?