Learning executable agent behaviors from observation. - Andrew Guillory; Hai Nguyen; Tucker R. Balch; Charles Lee Isbell Jr. (AAMAS, 2006)

How Multirobot Systems Research will Accelerate our Understanding of Social Animal Behavior. - Tucker R. Balch; Frank Dellaert; Adam Feldman; Andrew Guillory; Charles Lee Isbell Jr.; Zia Khan; Stephen C. Pratt; Andrew N. Stein; Hank Wilde (Proc. IEEE, 2006)

Practical Methods for Exploiting Bounds on Change in the Margin. - Andrew Guillory; Jeff A. Bilmes (ISAIM, 2008)

Average-Case Active Learning with Costs. - Andrew Guillory; Jeff A. Bilmes (ALT, 2009)

Label Selection on Graphs. - Andrew Guillory; Jeff A. Bilmes (NIPS, 2009)

Active Learning as Non-Convex Optimization. - Andrew Guillory; Erick Chastain; Jeff A. Bilmes (AISTATS, 2009)

User-Specific Learning for Recognizing a Singer's Intended Pitch. - Andrew Guillory; Sumit Basu; Dan Morris 001 (AAAI, 2010)

Interactive Submodular Set Cover. - Andrew Guillory; Jeff A. Bilmes (ICML, 2010)

Simultaneous Learning and Covering with Adversarial Noise. - Andrew Guillory; Jeff A. Bilmes (ICML, 2011)

Applications of submodular functions in speech and NLP. - Jeff A. Bilmes; Hui Lin 001; Andrew Guillory (MLSLP, 2011)

Online Submodular Set Cover, Ranking, and Repeated Active Learning. - Andrew Guillory; Jeff A. Bilmes (NIPS, 2011)

Active Semi-Supervised Learning using Submodular Functions. - Andrew Guillory; Jeff A. Bilmes (UAI, 2011)

On Bisubmodular Maximization. - Ajit P. Singh; Andrew Guillory; Jeff A. Bilmes (AISTATS, 2012)

Active Learning and Submodular Functions. - Andrew Guillory (2012)

RecoFit: using a wearable sensor to find, recognize, and count repetitive exercises. - Dan Morris 001; T. Scott Saponas; Andrew Guillory; Ilya Kelner (CHI, 2014)