- J. Katz-Samuels, and C. Scott. Top Feasible Arm Identification. AISTATS 2019.
- J. Katz-Samuels, G. Blanchard, and C. Scott. Decontamination of Mutual Contamination Models. Journal of Machine Learning Research.
- J. Katz-Samuels, and C. Scott. Feasible Arm Identification. ICML 2018 (Long Oral Talk).
- J. Katz-Samuels, and C. Scott. Nonparametric Preference Completion. AISTATS 2018.
- Dejiao Zhang, Julian Katz-Samuels, Mario A.T. Figueiredo, and Laura Balzano, "Simultaneous Sparsity and Parameter Tying for Deep Learning using Ordered Weighted L1 Regularization", accepted to SSP 2018
- Burgess, Matthew, Eugenia Giraudy, Julian Katz-Samuels, Joe Walsh, Derek Willis, Lauren Haynes, and Rayid Ghani. "The Legislative Influence Detector: Finding Text Reuse in State Legislation." In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 57-66. ACM, 2016.