October 28, 2018First order methods: First order methods, minimising sequence, admissible direction, and the Generalised Projected Gradient Descent (again).

October 27, 2018Mirror descent algorithm: The Generalised Projected Gradient Descent (GPGD) and the Mirror Descent Algorithm (MDA).

October 10, 2018Projected gradient descent: Normal cone, Euclidean projection, and the Projected Gradient Descent (PGD).