Database Learning: a Method for Empirical Algorithm Design. - Mark K. Goldberg; David L. Hollinger (WAE, 1997)

Discovering Optimization Algorithms Through Automated Learning. - Eric Breimer; Mark K. Goldberg; David L. Hollinger; Darren T. Lim (Graphs and Discovery, 2001)

Designing algorithms by sampling. - Mark K. Goldberg; David L. Hollinger (Discret. Appl. Math., 2001)

Experimental Evaluation of the Greedy and Random Algorithms for Finding Independent Sets in Random Graphs. - Mark K. Goldberg; David L. Hollinger; Malik Magdon-Ismail (WEA, 2005)