Pinned Repositories
Bootstrap-LWS
Bootstrap method for the LWS estimators
Heteroscedastic-multicollinear-regression
Regression analysis under both heteroscedasticity and multicollinearity
Highly-robust-neural-networks
Robust training of neural networks, based on a (possibly highly) robust loss function
Likelihood-ratio-testing-under-measurement-errors
An illustrative example of the novel general hypothesis test taking measurement errors into account
Metalearning-for-robust-regression
Optimal (automatic) method selection for linear regression tasks, including robust statistical estimators
Minimum_Regularized_Redundancy_Maximum_Robust_Relevance_Variable_Selection
Robust supervised dimensionality reduction
Quantile
Robust neural networks based on nonlinear regression quantiles
jankalinaUI's Repositories
jankalinaUI/Quantile
Robust neural networks based on nonlinear regression quantiles
jankalinaUI/Heteroscedastic-multicollinear-regression
Regression analysis under both heteroscedasticity and multicollinearity
jankalinaUI/Bootstrap-LWS
Bootstrap method for the LWS estimators
jankalinaUI/Highly-robust-neural-networks
Robust training of neural networks, based on a (possibly highly) robust loss function
jankalinaUI/Likelihood-ratio-testing-under-measurement-errors
An illustrative example of the novel general hypothesis test taking measurement errors into account
jankalinaUI/Metalearning-for-robust-regression
Optimal (automatic) method selection for linear regression tasks, including robust statistical estimators
jankalinaUI/Minimum_Regularized_Redundancy_Maximum_Robust_Relevance_Variable_Selection
Robust supervised dimensionality reduction