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papers (* : equal contribution)
preprints
conference publications
Burt, D. R.*; Berlinghieri, R. *; Bates, S.; Broderick, T.
Smooth Sailing: Lipschitz-Driven Uncertainty Quantification for Spatial Association .
NeurIPS 2025.
Shen, Y.*; Berlinghieri, R. *; Broderick, T.
Multi-marginal Schrödinger Bridges with Iterative Reference Refinement .
AISTATS 2025. (Oral presentation)
Berlinghieri, R. ; Trippe, B. L.; Burt, D. R.; Giordano, R.; Srinivasan, K.; Özgökmen, T.; Junfei, X.; Broderick, T.
Gaussian processes at the Helm(holtz): A more fluid model for ocean currents .
ICML 2023.
Berlinghieri, R. ; Krajbich, I.; Maccheroni, F.; Marinacci, M.; Pirazzini, M.
Measuring utility with diffusion models .
Science Advances 9 (34), 2023.
Jing, B.*; Corso, G.*; Berlinghieri, R. ; Jaakkola, T.
Subspace diffusion generative models .
ECCV 2022.
journal publications
workshop publications
Burt, D. R.; Berlinghieri, R. ; Broderick, T.
Wrong Model, Right Uncertainty: Spatial Associations for Discrete Data with Misspecification .
NeurIPS 2025 AI4Science Workshop. (Spotlight)
Berlinghieri, R. *; Shen, Y.*; Broderick, T.
Beyond Schrödinger Bridges: A Least-Squares Approach for Learning Stochastic Dynamics with Unknown Volatility .
ICLR 2025 Frontiers in Probabilistic Inference Workshop.
Shen, Y.*; Berlinghieri, R. *; Broderick, T.
Learning a vector field from snapshots of unidentified particles rather than particle trajectories .
ICLR 2024 AI4Differential Equations In Science Workshop.
Berlinghieri, R. ; Trippe, B. L.; Burt, D. R.; Giordano, R.; Srinivasan, K.; Özgökmen, T.; Junfei, X.; Broderick, T.
Gaussian processes at the Helm(holtz): A better way to model ocean currents .
NeurIPS 2022 Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems. (Contributed Talk)
© renato berlinghieri (but claude helped a lot)