volesti: Volume Approximation and Sampling for Convex Polytopes in R.
Apostolos ChalkisVissarion FisikopoulosPublished in: CoRR (2020)
Keyphrases
- convex hull
- convex sets
- uniform sampling
- convex optimization
- convex functions
- monte carlo
- piecewise constant
- random sampling
- continuous functions
- approximation error
- sampling strategy
- piecewise linear
- importance sampling
- closed form
- approximation methods
- risk minimization
- lattice points
- strictly convex
- data points
- adaptive sampling
- stationary points
- relative error
- sampling algorithm
- queueing networks