Lecture notes by Prof. J. K. VERMA.
KhoaHocNganHan-12-Verma19-9.pdf Lecture 1: Introduction and overview; Lecture 2 : Reductions and integral closures of ideals; Lecture 3 : Quadratic transforms and contracted ideals; Lecture 4 : The characteristic form and transforms of ideals; Lecture 5 : Zariski’s Theorems; Lecture 6 : The Hoskin-Deligne length formula
Lecture notes by Prof. Lars Kindler.
KhoaHocNganHan-12-Kindler.pdf Lecture 1: Dierential Operators and Lecture: Stratied Bundles
Lecture notes by Prof. Ho Tu Bao
ViAsM-C1201-1 Machine learning: What it can do, recent directions and some challenges
ViAsM-C1201-2 Model assessment and selection in multiple and multivariate regression.
ViAsM-C1201-3 Kernel methods and support vector machines
ViAsM-C1201-4 Dimensionality reduction and manifold learning
ViAsM-C1201-5 Graphical models and topic modeling
ViAsM-C1201-6 Fully sparse topic models
Lecture notes by Prof. John Lafferty
ViAsM-C1203-2 Structure and Sparsity
ViAsM-C1203-3 Nonparametric Methods