Differentiable Gamma Index-Based Loss Functions: Accelerating Monte-Carlo Radiotherapy Dose Simulation.
Sonia MartinotNikos KomodakisMaria VakalopoulouNorbert BusCharlotte RobertEric DeutschNikos ParagiosPublished in: IPMI (2023)
Keyphrases
- loss function
- monte carlo
- monte carlo simulation
- pairwise
- learning to rank
- support vector
- markov chain
- risk minimization
- adaptive sampling
- radiation therapy
- loss minimization
- particle filter
- reproducing kernel hilbert space
- importance sampling
- monte carlo methods
- decision trees
- monte carlo tree search
- markovian decision
- matrix inversion
- least squares
- convex loss functions
- temporal difference
- index structure
- machine learning