Scholar
Mateo Dulce Rubio
Google Scholar ID: 4pFEV6YAAAAJ
Assistant Professor & Faculty Fellow, New York University
Citations & Impact
Citations
65
H-index
5
i10-index
0
Publications
20
Co-authors
3
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Two papers accepted at NeurIPS 2025: “Conformal Mixed-Integer Constraint Learning with Feasibility Guarantees” (spotlight) and “Sequentially Auditing Differential Privacy”
- Paper “SESGO: Spanish Evaluation of Stereotypical Generative Outputs” accepted at AIES 2025 for oral discussion
- Publications in The Annals of Applied Statistics, ACM Journal of Computer and System Sciences, etc.
- Named Student of the Year by the American Statistical Association, Pittsburgh Chapter (2025)
- Awarded the William W. Cooper Doctoral Dissertation Award (2025)
Research Experience
- Assistant Professor / Faculty Fellow at NYU Center for Data Science (since September 2025)
- K&L Gates Presidential Fellow in Ethics and Computational Technologies during PhD
- Worked at RAND Corporation and Apple on NLP and foundation models
- Co-founded Centro de Analítica para Políticas Públicas
- Worked at Quantil on crime modeling research in Bogotá
Background
- Assistant Professor & Faculty Fellow at the NYU Center for Data Science
- Research focuses on nonparametric statistics, causal inference, mathematical optimization, and responsible machine learning
- Specializes in localized decision-making and geographic resource allocation under low-quality data
- Develops ML/OR-powered tools for humanitarian mine action in collaboration with UNOPS and local demining organizations
- Work deployed in real-world operations in Colombia and Afghanistan
- Develops principled statistical methods for responsible AI, addressing selection bias, counterfactual allocation, underreported events, anytime-valid differential privacy auditing, culturally-aware bias in LLMs, and conformalized optimization with feasibility guarantees
