Semester: WinterOffered: 2024The course outline for W24 has been posted. amath840_w24_courseoutline.pdf261 KB Related Materials AMATH 840 - Lecture 01: Basic Steps of a Learning Process AMATH840_Lecture09: Transformers AMATH 840 - Lecture 02: Compressive Sensing and Sparse Solutions AMATH 840 - Lecture 03: L0 Algorithms AMATH 840 - Lecture 04: L1 Algorithms AMATH 840 - Lecture 05: Sparse Reconstruction Guarantees AMATH 840 - Lecture 06: Feedforward Neural Networks - Function Representations AMATH 840 - Lecture 07: Backpropagation and Adjoint Methods AMATH 840 - Lecture 08: Denoising Diffusion Probabilistic Model
