Faculty DirectoryJulia Gaudio
Assistant Professor of Industrial Engineering and Management Sciences and (by courtesy) Computer Science
Contact
2145 Sheridan RoadTech
Evanston, IL 60208-3109
Email Julia Gaudio
Website
Departments
Industrial Engineering and Management Sciences
Education
PhD, MIT Operations Research CenterResearch Interests
Network inference and reconstruction problems, high-dimensional probability.Selected Publications
Julia Gaudio, Nirmit Joshi. "Community Detection in the Hypergraph SBM: Exact Recovery Given the Similarity Matrix." Proceedings of Machine Learning Research, vol. 195, pp. 1–42, 2023. 36th Annual Conference on Learning Theory (COLT). 2024.
Julia Gaudio, Xiaochun Niu, and Ermin Wei. "Exact community recovery in the geometric SBM." Proceedings of the 2024 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA). Society for Industrial and Applied Mathematics, 2024.
Souvik Dhara, Julia Gaudio, Elchanan Mossel, and Colin Sandon. "The Power of Two Matrices in Spectral Algorithms for Community Recovery." IEEE Transactions on Information Theory, 2023.
Souvik Dhara, Julia Gaudio, Elchanan Mossel, and Colin Sandon. "Spectral recovery of binary censored block models." Association for Computing Machinery, 2022.
Julia Gaudio, Miklos Z. Racz, and Anirudh Sridhar. "Exact community recovery in correlated stochastic block models." Conference on Learning Theory. PMLR, 2022.
Julia Gaudio, Elchanan Mossel. "Shotgun assembly of Erdős-Rényi random graphs." Electronic Communications in Probability, 2022.