Machine Learning as a Tool for Improved Housing Price Prediction

Understanding random forests: from theory to practice

Repository of my thesis "Understanding Random Forests"

Use of a machine learning framework to predict substance use disorder treatment success

Laura Acion, Diana Kelmansky, Mark van der Laan, Ethan Sahker, DeShauna Jones, Stephan Arnd. (2017)

Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm

Fernando Itano, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez. (2018)

Robust and flexible estimation of data-dependent stochastic mediation effects: a proposed method and example in a randomized trial setting

Kara E. Rudolph, Oleg Sofrygin, Wenjing Zheng, and Mark J. van der Laan. (2017)