Outside-In Strategic Modeling. - David Matheson; James E. Matheson (Interfaces, 1999)

Describing and Valuing Interventions That Observe or Control Decision Situations. - David Matheson; James E. Matheson (Decis. Anal., 2005)

Consistency of Online Random Forests. - Misha Denil; David Matheson; Nando de Freitas (ICML (3), 2013)

Bayesian Optimization in High Dimensions via Random Embeddings. - Ziyu Wang 001; Masrour Zoghi; Frank Hutter; David Matheson; Nando de Freitas (IJCAI, 2013)

Narrowing the Gap: Random Forests In Theory and In Practice. - Misha Denil; David Matheson; Nando de Freitas (ICML, 2014)

Bayesian Optimization in a Billion Dimensions via Random Embeddings. - Ziyu Wang 001; Frank Hutter; Masrour Zoghi; David Matheson; Nando de Freitas (J. Artif. Intell. Res., 2016)