| 2015 | COLT | Generalized Mixability via Entropic Duality. | Mark D. Reid, Rafael M. Frongillo, Robert C. Williamson, Nishant A. Mehta |
| 2013 | ACML | Aggregating Predictions via Sequential Mini-Trading. | Mindika Premachandra, Mark D. Reid |
| 2012 | ICML | The Convexity and Design of Composite Multiclass Losses. | Mark D. Reid, Robert C. Williamson, Peng Sun |
| 2012 | ICML | Tighter Variational Representations of f-Divergences via Restriction to Probability Measures. | Avraham Ruderman, Mark D. Reid, Dario Garca-Garca, James Petterson |
| 2012 | ICML | AOSO-LogitBoost: Adaptive One-Vs-One LogitBoost for Multi-Class Problem. | Peng Sun, Mark D. Reid, Jie Zhou |
| 2009 | COLT | Generalised Pinsker Inequalities. | Mark D. Reid, Robert C. Williamson |
| 2009 | ICDM | Kernel Conditional Quantile Estimation via Reduction Revisited. | Novi Quadrianto, Kristian Kersting, Mark D. Reid, Tibrio S. Caetano, Wray L. Buntine |
| 2009 | ICML | Surrogate regret bounds for proper losses. | Mark D. Reid, Robert C. Williamson |
| 2004 | ILP | Improving Rule Evaluation Using Multitask Learning. | Mark D. Reid |
| 2000 | ICML | Learning to Fly: An Application of Hierarchical Reinforcement Learning. | Malcolm Ryan, Mark D. Reid |
| 2000 | ILP | Using ILP to Improve Planning in Hierarchical Reinforcement Learning. | Mark D. Reid, Malcolm Ryan |
| 1999 | DIS | A Noise Resistant Model Inference System. | Eric McCreath, Mark D. Reid |