Stochastic Gradient Descent optimization to estimate the power-law fractal index in fracture networks.
Graciela Eliane dos Reis RacolteAdemir Marques JuniorEniuce Menezes De SouzaLeonardo ScalcoDelano Menecucci IbanezMaurício Roberto VeronezLuiz GonzagaPublished in: Comput. Geosci. (2024)
Keyphrases
- power law
- stochastic gradient descent
- stochastic gradient
- least squares
- small world
- scale free
- matrix factorization
- step size
- loss function
- degree distribution
- random forests
- clustering coefficient
- weight vector
- regularization parameter
- power law distribution
- online algorithms
- support vector machine
- optical flow
- social networks
- optimization algorithm
- image compression
- cost function
- multiple kernel learning
- logistic regression
- parameter estimation
- support vector