Faculty Directory
Julia Gaudio

Assistant Professor of Industrial Engineering and Management Sciences and (by courtesy) Computer Science

Contact

2145 Sheridan Road
Tech
Evanston, IL 60208-3109

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Website

Julia Gaudio's website

Departments

Industrial Engineering and Management Sciences

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Education

PhD, MIT Operations Research Center

Research Interests

Dr. Gaudio’s research is in the area of high-dimensional probability, particularly on inference and reconstruction problems in random networks. Her recent work includes community detection on spatial networks, and random instance optimization problems.

Selected Publications

Gaudio, Julia; Joshi, Nirmit, EXACT COMMUNITY RECOVERY UNDER SIDE INFORMATION, International Conference on Learning Representations, ICLR (2025).
Gaudio, Julia; Rácz, Miklós Z.; Sridhar, Anirudh, AVERAGE-CASE AND SMOOTHED ANALYSIS OF GRAPH ISOMORPHISM, Annals of Applied Probability (2025).
Dhara, Souvik; Gaudio, Julia; Mossel, Elchanan; Sandon, Colin, The Power of Two Matrices in Spectral Algorithms for Community Recovery, IEEE Transactions on Information Theory (2024).
Gaudio, Julia; Mossel, Elchanan, Shotgun assembly of Erdős-Rényi random graphs, Electronic Communications in Probability (2022).
Dhara, Souvik; Gaudio, Julia; Mossel, Elchanan; Sandon, Colin, Spectral recovery of binary censored block models, Association for Computing Machinery (2022).