Scholar
Renato Berlinghieri
Google Scholar ID: 3Ytk0Q0AAAAJ
PhD student, MIT
Machine Learning
Statistics
Bayesian Inference
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Citations & Impact
All-time
Citations
155
H-index
4
i10-index
3
Publications
10
Co-authors
6
list available
Contact
Email
renb[at]mit[dot]edu
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Publications
5 items
Wrong Model, Right Uncertainty: Spatial Associations for Discrete Data with Misspecification
2025
Cited
0
Oh SnapMMD! Forecasting Stochastic Dynamics Beyond the Schr""odinger Bridge's End
2025
Cited
0
Lipschitz-Driven Inference: Bias-corrected Confidence Intervals for Spatial Linear Models
2025
Cited
0
A Framework for Evaluating PM2.5 Forecasts from the Perspective of Individual Decision Making
arXiv.org · 2024
Cited
0
Multi-marginal Schrödinger Bridges with Iterative Reference Refinement
arXiv.org · 2024
Cited
3
Resume (English only)
Academic Achievements
Paper 'Smooth Sailing: Lipschitz-Driven Uncertainty Quantification for Spatial Association' accepted to NeurIPS 2025
Paper 'Multi-marginal Schrödinger Bridges with Iterative Reference Refinement' accepted as oral at AISTATS 2025
Recipient of the 2025 Panasonic Well AI for Health Graduate Fellowship
Outstanding Student Presentation Award at AGU 2023 Annual Meeting
Student Poster Award winner at the 36th New England Statistics Symposium (2023)
Best Presentation Award at the 28th Annual LIDS Student Conference (2023)
Poster Award winner in BayesComp/j-ISBA category at ISBA 2022
Co-authors
6 total
Tamara Broderick
Associate Professor of EECS, Massachusetts Institute of Technology
David R. Burt
Massachusetts Institute of Technology
Yunyi Shen
PhD candidate, EECS, MIT
Co-author 4
Co-author 5
Brian L Trippe
Assistant Professor of Statistics, Stanford University
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