NoiseGrad: enhancing explanations by introducing stochasticity to model weights.
Kirill BykovAnna HedströmShinichi NakajimaMarina M.-C. HöhnePublished in: CoRR (2021)
Keyphrases
- mathematical model
- computational model
- stochastic model
- weighting scheme
- management system
- theoretical analysis
- parameter estimation
- high level
- similarity measure
- probabilistic model
- probability distribution
- formal model
- machine learning
- expectation maximization
- experimental data
- theoretical framework
- least squares
- objective function
- case study