jonathanwilton

Honours

Ensemble of autoregressive deep neural networks for time series forecasting that explicitly handles skewness, heavy-taildness and heteroscedasticity. Model selection and hyperparameter tuning performed automatically using Bayesian Optimisation.

ML4DS

PUExtraTrees

uPU, nnPU and PN learning with Extra Trees classifier.

RobustDecisionTrees

A python implementation of tree methods for learning with noisy labels.

UULearning

Code accompanying the UQ AIML x MSS talk

jonathanwilton/PUExtraTrees

uPU, nnPU and PN learning with Extra Trees classifier.

jonathanwilton/RobustDecisionTrees

A python implementation of tree methods for learning with noisy labels.

jonathanwilton/Honours

Ensemble of autoregressive deep neural networks for time series forecasting that explicitly handles skewness, heavy-taildness and heteroscedasticity. Model selection and hyperparameter tuning performed automatically using Bayesian Optimisation.

jonathanwilton/ML4DS

jonathanwilton/UULearning

Code accompanying the UQ AIML x MSS talk