The Accuracy vs. Sampling Overhead Trade-off in Quantum Error Mitigation Using Monte Carlo-Based Channel Inversion.
Yifeng XiongSoon Xin NgLajos HanzoPublished in: CoRR (2022)
Keyphrases
- monte carlo
- trade off
- bias variance
- variance reduction
- adaptive sampling
- error rate
- matrix inversion
- importance sampling
- markov chain
- monte carlo simulation
- monte carlo methods
- computational cost
- particle filter
- simulation study
- markov chain monte carlo
- markovian decision
- temporal difference
- estimation error
- global illumination
- monte carlo tree search
- channel capacity
- classification accuracy
- game tree
- monte carlo method
- light transport
- stochastic approximation
- policy evaluation
- kernel methods
- point processes
- probabilistic model