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Efficient computation of the the volume of a polytope in high-dimensions using Piecewise Deterministic Markov Processes.
Augustin Chevallier
Frédéric Cazals
Paul Fearnhead
Published in:
AISTATS (2022)
Keyphrases
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efficient computation
high dimensions
markov processes
high dimensional data
markov process
markov chain
high dimensional
stochastic processes
computational efficiency
random fields
non stationary
poor quality
convex hull
high dimensional spaces
neural network
databases
data sets
similarity measure