| 2003 | IDA | Minimum Message Length Criterion for Second-Order Polynomial Model Selection Applied to Tropical Cyclone Intensity Forecasting. | Grace W. Rumantir, Chris S. Wallace |
| 2003 | IDEAL | An Optimal Approach to Mining Boolean Functions from Noisy Data. | Murlikrishna Viswanathan, Chris S. Wallace |
| 2001 | IDA | Sampling of Highly Correlated Data for Polynomial Regression and Model Discovery. | Grace W. Rumantir, Chris S. Wallace |
| 1999 | AISTATS | A note on the comparison of polynomial selection methods. | Murlikrishna Viswanathan, Chris S. Wallace |
| 1999 | UAI | Learning Bayesian Networks with Restricted Causal Interactions. | Julian R. Neil, Chris S. Wallace, Kevin B. Korb |
| 1998 | PAKDD | Point Estimation Using the Kullback-Leibler Loss Function and MML. | David L. Dowe, Rohan A. Baxter, Jonathan J. Oliver, Chris S. Wallace |
| 1998 | PAKDD | Minimum Message Length Segmentation. | Jonathan J. Oliver, Rohan A. Baxter, Chris S. Wallace |
| 1997 | AISTATS | MML Mixture Modelling of Multi-state, Poisson, vonMises circular and Gaussian Distributions. | Chris S. Wallace, David L. Dowe |
| 1997 | IJCAI | A Study of Causal Discovery With Weak Links and Small Samples. | Honghua Dai, Kevin B. Korb, Chris S. Wallace, Xindong Wu |
| 1996 | ALT | MML Estimation of the Parameters of the Sherical Fisher Distribution. | David L. Dowe, Jonathan J. Oliver, Chris S. Wallace |
| 1996 | ICML | Unsupervised Learning Using MML. | Jonathan J. Oliver, Rohan A. Baxter, Chris S. Wallace |
| 1996 | ICML | Causal Discovery via MML. | Chris S. Wallace, Kevin B. Korb, Honghua Dai |
| 1990 | ICCI | Classification by Minimum-Message-Length Inference. | Chris S. Wallace |
| 1984 | ECAI | A General Selection Criterion for Inductive Inference. | Michael P. Georgeff, Chris S. Wallace |