ΔΙΑΛΕΞΕΙΣ ΜΑΘΗΜΑΤΟΣ 2018-2019
Introduction to CS-570
Review of Basic Concepts
Review of Convex Optimization
Basics of Convex Optimization Algorithms
Signal Representation (Part A)
Signal Representation (Part B)
Dictionary Learning
Compressed Sensing
Matrix Completion
Quantization & Sampling
Extension of Sparse and Low Rank Models
Tensor Models
Graph Signal Processing
Manifold Learning
Time-Series Analysis
Fundamentals of Deep (Artificial) Neural Networks