The Accuracy vs. Sampling Overhead Trade-off in Quantum Error Mitigation Using Monte Carlo-Based Channel Inversion.
Yifeng XiongSoon Xin NgLajos HanzoPublished in: IEEE Trans. Commun. (2022)
Keyphrases
- monte carlo
- trade off
- variance reduction
- bias variance
- error rate
- importance sampling
- adaptive sampling
- monte carlo simulation
- markov chain
- matrix inversion
- computational cost
- markovian decision
- monte carlo methods
- monte carlo tree search
- monte carlo method
- light transport
- particle filter
- classification accuracy
- simulation study
- point processes
- confidence intervals
- quasi monte carlo
- channel capacity
- temporal difference
- stochastic approximation
- machine learning
- markov chain monte carlo
- optimal strategy
- computational complexity