A Flexible Framework for Projecting Heterogeneous Data. - Aubrey Gress; Ian Davidson (CIKM, 2014)

Accurate Estimation of Generalization Performance for Active Learning. - Aubrey Gress; Ian Davidson (ICDM, 2015)

Probabilistic Formulations of Regression with Mixed Guidance. - Aubrey Gress; Ian Davidson (ICDM, 2016)

Transfer Learning in Intelligent Tutoring Systems - Results, Challenges and New Directions. - Aubrey Gress; Jeremiah T. Folsom-Kovarik; Ian Davidson (FLAIRS, 2017)

Transfer Regression via Pairwise Similarity Regularization. - Aubrey Gress; Ian Davidson (CoRR, 2017)

Human Guided Linear Regression With Feature-Level Constraints. - Aubrey Gress; Ian Davidson (AAAI, 2018)