Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees
Alessio Mazzetto*, Cyrus Cousins*, Dylan Sam, Stephen H Bach, and Eli Upfal
International Conference on Machine Learning (ICML), 2021
[pdf, code]

Semi-Supervised Aggregation of Dependent Weak Supervision Sources with Performance Guarantees
Alessio Mazzetto, Dylan Sam, Andrew Park, Eli Upfal, and Stephen H Bach
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
[pdf, code]

Learning from Dependent Weak Supervision Sources
Dylan Sam
Undergraduate Honors Thesis, 2021

Automated Data Accountability for the Mars Science Laboratory
Ryan Alimo, Dylan Sam, Dounia Lakhmiri, Brian Kahovec, and Dariush Divsalar
IEEE Aerospace Conference, 2021
[pdf, code]


Hierarchical Clustering Analysis of Spectral Fingerprints for Cheminformatics
Dylan Sam and Brenda M Rubenstein
NeurIPS Machine Learning for Molecules Workshop, 2020