| 2016 | UAI | The Efficacy of the POMDP-RTI Approach for Early Reading Intervention. | Umit Tokac, Russell G. Almond |
| 2015 | UAI | An IRT-based Parameterization for Conditional Probability Tables. | Russell G. Almond |
| 2014 | EDM | Vertical and Stationary Scales for Progress Maps. | Russell G. Almond, Ilya M. Goldin, Yuhua Guo, Nan Wang |
| 2014 | UAI | A Comparison of Two MCMC Algorithms for Hierarchical Mixture Models. | Russell G. Almond |
| 2013 | UAI | Debugging the Evidence Chain. | Russell G. Almond, Yoon Jeon Kim, Valerie J. Shute, Matthew Ventura |
| 2012 | UAI | Using POMDPs to Forecast Kindergarten Students' Reading Comprehension. | Russell G. Almond, Umit Tokac, Stephanie Al Ortaiba |
| 2009 | ICML | Workshop summary: Seventh annual workshop on Bayes applications. | John Mark Agosta, Russell G. Almond, Dennis M. Buede, Marek J. Druzdzel, Judy Goldsmith, Silja Renooij |
| 2007 | AIED | Evaluating ACED: The Impact of Feedback and Adaptivity on Learning. | Valerie J. Shute, Eric G. Hansen, Russell G. Almond |
| 2007 | UAI | "I Can Name that Bayesian Network in Two Matrixes!". | Russell G. Almond |
| 2001 | AISTATS | Models for Conditional Probability Tables in Educational Assessment. | Russell G. Almond, Lou DiBello, Frank Jenkins, Deniz Senturk, Robert J. Mislevy, Linda S. Steinberg, Duanli Yan |
| 2000 | UAI | Model Criticism of Bayesian Networks with Latent Variables. | David M. Williamson, Russell G. Almond, Robert J. Mislevy |
| 1999 | AISTATS | Transfer of information between system and evidence models. | Russell G. Almond, Edward Herskovits, Robert J. Mislevy, Linda Stienberg |
| 1999 | IDA | Undoing Statistical Advice. | Russell G. Almond |
| 1999 | UAI | Bayes Nets in Educational Assessment: Where the Numbers Come From. | Robert J. Mislevy, Russell G. Almond, Duanli Yan, Linda S. Steinberg |
| 1997 | AISTATS | Intelligent Support of Secondary Data Analysis. | Russell G. Almond |
| 1997 | AISTATS | Graphical Model Based Computer Adaptive Testing. | Russell G. Almond, Robert J. Mislevy |
| 1995 | AISTATS | On Test Selection Strategies for Belief Networks. | David Madigan, Russell G. Almond |