| 1997 | AISTATS | PAC Learning with Constant-Partition Classification Noise and Applications to Decision Tree Induction. | Scott E. Decatur |
| 1997 | COLT | Computational Sample Complexity. | Scott E. Decatur, Oded Goldreich, Dana Ron |
| 1997 | ICML | PAC Learning with Constant-Partition Classification Noise and Applications to Decision Tree Induction. | Scott E. Decatur |
| 1997 | RECOMB | Local rules for protein folding on a triangular lattice and generalized hydrophobicity in the HP model. | Richa Agarwala, Serafim Batzoglou, Vlado Danck, Scott E. Decatur, Martin Farach, Sridhar Hannenhalli, S. Muthukrishnan, Steven Skiena |
| 1997 | SODA | Local Rules for Protein Folding on a Triangular Lattice and Generalized Hydrophobicity in the HP Model. | Richa Agarwala, Serafim Batzoglou, Vlado Danck, Scott E. Decatur, Martin Farach, Sridhar Hannenhalli, Steven Skiena |
| 1995 | AISTATS | Learning in Hybrid Noise Environments Using Statistical Queries. | Scott E. Decatur |
| 1995 | COLT | Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance. | Javed A. Aslam, Scott E. Decatur |
| 1995 | COLT | On the Learnability of | Nader H. Bshouty, Zhixiang Chen, Scott E. Decatur, Steven Homer |
| 1995 | COLT | On Learning from Noisy and Incomplete Examples. | Scott E. Decatur, Rosario Gennaro |
| 1993 | COLT | Statistical Queries and Faulty PAC Oracles. | Scott E. Decatur |
| 1993 | FOCS | General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Bounding | Javed A. Aslam, Scott E. Decatur |