Active learning accelerated automatic heuristic construction for parallel program mapping. - William F. Ogilvie; Pavlos Petoumenos; Zheng Wang 001; Hugh Leather (PACT, 2014)

Fast Automatic Heuristic Construction Using Active Learning. - William F. Ogilvie; Pavlos Petoumenos; Zheng Wang 001; Hugh Leather (LCPC, 2014)

Minimizing the cost of iterative compilation with active learning. - William F. Ogilvie; Pavlos Petoumenos; Zheng Wang 001; Hugh Leather (CGO, 2017)

Reducing the cost of heuristic generation with machine learning - William F. Ogilvie (2018)