Berlinghieri, Renato

7 publications

ICLRW 2025 Beyond Schrödinger Bridges: A Least-Squares Approach for Learning Stochastic Dynamics with Unknown Volatility Renato Berlinghieri, Yunyi Shen, Tamara Broderick

AISTATS 2025 Multi-Marginal Schrödinger Bridges with Iterative Reference Refinement Yunyi Shen, Renato Berlinghieri, Tamara Broderick

NeurIPS 2025 Smooth Sailing: Lipschitz-Driven Uncertainty Quantification for Spatial Associations David R. Burt, Renato Berlinghieri, Stephen Bates, Tamara Broderick

ICLRW 2024 Learning a Vector Field from Snapshots of Unidentified Particles Rather than Particle Trajectories Yunyi Shen, Renato Berlinghieri, Tamara Broderick

ICML 2023 Gaussian Processes at the Helm(holtz): A More Fluid Model for Ocean Currents Renato Berlinghieri, Brian L. Trippe, David R. Burt, Ryan James Giordano, Kaushik Srinivasan, Tamay Özgökmen, Junfei Xia, Tamara Broderick

ICLRW 2023 Gaussian Processes at the Helm(holtz): A More Fluid Model for Ocean Currents Renato Berlinghieri, Brian L. Trippe, David R. Burt, Ryan James Giordano, Kaushik Srinivasan, Tamay Özgökmen, Junfei Zia, Tamara Broderick

ECCV 2022 Subspace Diffusion Generative Models Bowen Jing, Gabriele Corso, Renato Berlinghieri, Tommi Jaakkola