New posts in convex-optimization

How do I solve $\min_x \max(c_1^Tx, c_2^Tx, \dots, c_k^Tx)$ for $\lVert x \rVert_2 = 1$.

real-analysis optimization convex-optimization nonlinear-optimization non-convex-optimization

Minimization of a convex quadratic form

optimization convex-optimization numerical-optimization quadratic-programming positive-semidefinite

Stochastic gradient descent for convex optimization

numerical-methods convex-analysis convex-optimization machine-learning gradient-descent

Fenchel dual vs Lagrange dual

optimization convex-optimization nonlinear-optimization duality-theorems

Solver for Euclidean Norm Squared Constraint Least Squares

optimization complex-numbers convex-optimization matlab least-squares

Composition of Proximal Operators

optimization convex-analysis convex-optimization proximal-operators

Is functional $\int_0^a \left( (u')^2 - u^2 \right) {\rm d} x$ convex?

real-analysis optimization convex-optimization calculus-of-variations minimal-surfaces

Is $f(b) = \max\{c^T x \mid Ax\leq \sqrt{b} \}$ convex, concave, or is it not possible to say?

optimization convex-optimization linear-programming

A question related to convergence property of proximal point algorithm

real-analysis convergence-divergence convex-analysis convex-optimization fixed-point-theorems

What is a bi-affine classifier?

statistics convex-optimization

What is the intuition behind Slater's condition in optimization? (And other constraint qualifications.)

optimization convex-analysis convex-optimization intuition

Why concept of proper cone is important in convex optimization?

convex-optimization

How to understand convex duality intuitively

convex-analysis intuition convex-optimization

Why is this QCQP non-convex?

optimization convex-analysis convex-optimization non-convex-optimization qcqp

Find the Matrix Projection of a Symmetric Matrix onto the set of Symmetric Positive Semi Definite (PSD) Matrices

matrices convex-optimization positive-semidefinite projection

Proving convexity of a function whose Hessian is positive semidefinite over a convex set

derivatives optimization continuity convex-optimization

How to solver the least square problem involves with the variable is the product of Hadamard Product?

linear-algebra numerical-methods convex-optimization numerical-linear-algebra

What is the time complexity of conjugate gradient method?

convex-optimization numerical-linear-algebra numerical-optimization

Convex analysis books and self study.

convex-analysis self-learning convex-optimization

In convex optimization, must equality constraints be linear or affine?

convex-analysis convex-optimization