Faculty Directory

Assistant Professor of Information Systems and Operations Management

Education

PhD Massachusetts Institute of Technology (2023)

MSc Centrale Paris (2020)

BE Centrale Paris (2017)

Academic Expertise

Current Research

AI, ML, Optimization, Large Language Models, Applications to AI and the Future of Work, Environmental Sustainability, Natural Disaster Management, Healthcare Operations, Analytics for Social Good

Selected Publications

1. “Holistic Deep Learning“

   Journal Article:Bertsimas, D., Carballo, K., Boussioux, L., Li, M., Paskov, A., Paskov, I., (2024). Machine Learning, Vol. 113, pp. 159–183 .
2. “Automated Segmentation of Sacral Chordoma Tumors and Surrounding Muscles Using Deep Learning Ensemble“

   Journal Article:Boussioux, L.*, Ma, Y.*, Thomas, N., Bertsimas, D., et al., (2023). International Journal of Radiation Oncology, Vol. 117(3), pp. 738-749.
3. “Hurricane Forecasting: A Novel Multimodal Machine Learning Framework“

   Journal Article:Boussioux, L.*, Zeng, C.*, Guénais, T., Bertsimas, D., (2022). Weather and Forecasting, Vol. 37, pp. 817-831.
4. “Integrated Multimodal Artificial Intelligence Framework for Healthcare Applications“

   Journal Article:Soenksen, L.*, Ma, Y.*, Zeng, C.*, Boussioux, L.*, Carballo, K.*, Na, I.*, Wiberg, H., Li, M., Fuentes, I., Bertsimas, D., (2022). npj Digital Medicine, Vol. 5(1), pp. 1-10.
5. “From Predictions to Prescriptions: A Data-Driven Response to COVID-19“

   Journal Article:Bertsimas, D., Boussioux, L., Cory-Wright, R., Delarue, A., Digalakis, V., Jacquillat, A., et al., (2020). Health Care Management Science, Vol. 24(2), pp. 253–272.

Working Papers

The Crowdless Future? How Generative AI Is Shaping the Future of Human Crowdsourcing – Boussioux, L.*, Lane, J.*, Zhang, M., Jacimovic, V., Lakhani, K.

Reducing Air Pollution through Machine Learning – Bertsimas, D., Boussioux, L., Zeng, C.

Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization Approach – Bertsimas, D. and Boussioux, L.

TabText: a Systematic Approach to Aggregate Knowledge Across Tabular Data Structures – Bertsimas, D., Carballo, K., Ma, Y., Na, I., Boussioux, L., Zeng, C., Soenksen, L., Fuentes, I.

From LLMs and Optimization to Decision Optimization Co-Pilot – Birbil, I., Boussioux, L., den Hertog, D., Kurtz, J., Maragno, D., Van Hentenryck, P., Wasserkrug, S.

Consulting

Oxman (https://oxman.com/)

Honors and Awards

Zetta Prize, Fan Favorite for Best Application of Artificial Intelligence in Industry, 2023

2nd Place INFORMS' Doing Good with Good OR, Awarded for Reducing Air Pollution with Machine Learning, 2023

Goodwin Medal, MIT's highest teaching award for a student, awarded to one graduate instructor "who performed above and beyond the norm, and whose teaching efforts can truly be characterized as conspicuously effective", 2022

Graduate Student Council Teaching Award – Sloan School of Management, Awarded to one faculty or teaching assistant, for excellence in teaching a graduate-level course, 2022

Outstanding Teaching Assistant, Awarded to one teaching assistant from the Sloan School of Management, for exceptional teaching practices, 2022

2nd Place The $100k Audacious Challenge Competition at Google X, 2022

1st Place MIT Cognex Poster Competition, For work on Holistic AI for Medicine, 2022

1st Place and Audience's Prize MIT Research Slam, The Three Minute Thesis Competition, 2022

Robert B. Guenassia Scholarship, Awarded by the MIT’s Office of Graduate Education to two students a year, 2021

INFORMS Student Chapter Annual Award, Cum Laude, 2021

3rd Place MIT Generator Research Competition, 2021

1st Place UNESCO and VIVA Tech’s AI for the Planet Contest, For overall research on wildlife conservation, 2021

1st Place INFORMS Poster Competition, 2021

Winner INFORMS’ William Pierskalla Best Paper Award, For research on fighting COVID-19 pandemic, 2020

1st Place IEEE’s Advancing Technology for Humanity Contest, 2020

Centrale Paris' Talents Award, Centrale Paris' highest award, awarded to less than 5 students a year out of 3,000 students to honor a record of outstanding achievements combined with academic excellence, 2018

1st Place La Recherche and Sciences et Avenir’s Sustainable Development Contest, 2018

Jean Gaillard Memorial Fellowship, Awarded by the Harvard Committee on scholarships based on academic excellence, 2019

1st Place Centrale Paris Alumni Society's Engineering for Social Good Contest, For my wildlife monitoring project, 2017

Centrale Paris Alumni Society Scholarship, In recognition of academic excellence and services to the community, 2017

Official Congratulations from the French Minister of Education, For placing in the top 100 students at the nationwide French Baccalaureate examination (GPA: 20.18/20.00), 2013

Courses Taught

Generative AI and Cloud Computing

The Analytics Edge