Publications

Below are some of the papers I have had published. Clicking on the title will download a PDF copy of the paper.

Book Chapters

Generalization Bounds. Mark D. Reid. Pre-print. To appear in the Encyclopedia of Machine Learning, September 2010.

Squinting at a Sea of Dots: Visualising Australian Readerships using Statistical Machine Learning. Julieanne Lamond and Mark D. Reid. Resourceful Reading: The New Empiricism, eResearch and Australian Literary Culture, January 2010.

Journal Articles

Composite Binary Losses. Mark D. Reid and Robert C. Williamson. To appear in JMLR. (arXiv Preprint) 2010

Cross-training and its Application to Skill-Mining. Daniel Oblinger, Mark Reid, Mark Brodie, and Rodrigo de Salvo Braz. IBM Systems Journal (Vol. 41, No. 3), pp. 449-460, 2002

Thesis

DEFT Guessing: Using Inductive Transfer to Improve Rule Evaluation from Limited Data. Mark D. Reid. School of Computer Science and Engineering, The University of New South Wales, Sydney, Australia. 2007

Non-refereed Reports

Information, Divergence and Risk for Binary Experiments. Mark D. Reid and Robert C. Williamson. arXiv:0901.0356v1 [stat.ML], 2009

Patent Applications

Determining Page Complexity. Barry James Drake and Mark Darren Reid. Australian Application Number: 2006252174, 2006