Heat flow, log-concavity, and Lipschitz transport maps

Brigati G, Pedrotti F. 2025. Heat flow, log-concavity, and Lipschitz transport maps. Electronic Communications in Probability. 30, 71.

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Abstract
In this paper we derive estimates for the Hessian of the logarithm (log-Hessian) for solutions to the heat equation. For initial data in the form of log-Lipschitz perturbation of strongly log-concave measures, the log-Hessian admits an explicit, uniform (in space) lower bound. This yields a new estimate for the Lipschitz constant of a transport map pushing forward the standard Gaussian to a measure in this class. On the other hand, we show that assuming only fast decay of the tails of the initial datum does not suffice to guarantee uniform log-Hessian upper bounds.
Publishing Year
Date Published
2025-09-25
Journal Title
Electronic Communications in Probability
Publisher
Institute of Mathematical Statistics
Acknowledgement
This research was funded in part by the Austrian Science Fund (FWF) project 10.55776/F65 and by the European Union’s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No 101034413. The authors thank Professors Jean Dolbeault, Jan Maas, and Nikita Simonov for many useful comments, and Professors Kazuhiro Ishige, Asuka Takatsu, and Yair Shenfeld for inspiring interactions.
Volume
30
Article Number
71
eISSN
IST-REx-ID

Cite this

Brigati G, Pedrotti F. Heat flow, log-concavity, and Lipschitz transport maps. Electronic Communications in Probability. 2025;30. doi:10.1214/25-ECP717
Brigati, G., & Pedrotti, F. (2025). Heat flow, log-concavity, and Lipschitz transport maps. Electronic Communications in Probability. Institute of Mathematical Statistics. https://doi.org/10.1214/25-ECP717
Brigati, Giovanni, and Francesco Pedrotti. “Heat Flow, Log-Concavity, and Lipschitz Transport Maps.” Electronic Communications in Probability. Institute of Mathematical Statistics, 2025. https://doi.org/10.1214/25-ECP717.
G. Brigati and F. Pedrotti, “Heat flow, log-concavity, and Lipschitz transport maps,” Electronic Communications in Probability, vol. 30. Institute of Mathematical Statistics, 2025.
Brigati G, Pedrotti F. 2025. Heat flow, log-concavity, and Lipschitz transport maps. Electronic Communications in Probability. 30, 71.
Brigati, Giovanni, and Francesco Pedrotti. “Heat Flow, Log-Concavity, and Lipschitz Transport Maps.” Electronic Communications in Probability, vol. 30, 71, Institute of Mathematical Statistics, 2025, doi:10.1214/25-ECP717.
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2025-11-04
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