Efficient computation of the volume of a polytope in high-dimensions using Piecewise Deterministic Markov Processes.
Augustin ChevallierFrédéric CazalsPaul FearnheadPublished in: CoRR (2022)
Keyphrases
- efficient computation
- high dimensions
- markov processes
- markov process
- markov chain
- high dimensional data
- high dimensional
- computational efficiency
- stochastic processes
- non stationary
- poor quality
- random fields
- high dimensional spaces
- nearest neighbor
- stochastic process
- multi dimensional
- model selection
- neural network
- pattern recognition
- computer vision
- data mining