Julia Gaudio: Faculty Experts
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Julia Gaudio
Field:
Data Science, Industrial Engineering
Focus Areas:
Data Science, Network Science, Statistics and probability
Contact:
Media Relations Contact:
Amanda Morris
McCormick School of Engineering, The Graduate School
Assistant Professor
About
Areas of Focus
- Foundations of data science and machine learning
- Networks
- Probability
- Statistics
Work/Research
- Finding hidden structure in networks
- Estimation problems in large datasets
- Analysis of random networks
- Efficient algorithms on networks
Career
Gaudio earned her Ph.D. in 2020 from the MIT Operations Research Center. She then spent a year in the MIT Mathematics Department as an applied mathematics instructor, working with Elchanan Mossel. Gaudio joined the Industrial Engineering and Management Sciences Department at Northwestern in 2021 and holds a courtesy appointment in the Computer Science Department. She is a member of the Institute for Data, Econometrics, Algorithms and Learning (IDEAL), a multi-university organization dedicated to the foundations of data science.