About convex optimization

  • Is convex optimization worth learning?

    Convex optimization has become an essential tool in machine learning because many real-world problems can be modeled as convex optimization problems.
    For example, in classification problems, the goal is to find the best hyperplane that separates the data points into different classes..

  • Optimization book

    Convex analysis allows for many generalizations to some fundamental results in mathematical finance.
    Convex optimization provides computational possibilities beyond the techniques of stochastic analysis alone. 1..


Categories

Convex optimization over networks
Optimization of convex risk functions
Convex optimization in signal processing and communications pdf
Convex optimization in image processing
Convex optimization in normed spaces
Convex optimization in data science
Convex optimization in julia
Convex optimization in svm
Convex analysis
Convex analysis and optimization
Beyond convexity
Is convex concave up or down
Slope of convex curve
Difference between concave and convex curve
Difference between concave and convex slope
Convex optimization in ai
Convex optimization negative definite
What is non convex optimization
Convex optimization of functions
Opposite of optimizing