Compression: PredictionCovers the concepts of compression and prediction using prefix-free codes and distributions.
CompressionCovers the concept of compression and constructing prefix-free codes based on given information.
Deep Learning Modus OperandiExplores the benefits of deeper networks in deep learning and the importance of over-parameterization and generalization.
Diffusion ModelsExplores diffusion models, focusing on generating samples from a distribution and the importance of denoising in the process.
