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Collaborations and top research areas from the last five years
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ON THE SAMPLE COMPLEXITY OF ENTROPIC OPTIMAL TRANSPORT
Rigollet, P. & Stromme, A. J., 1 Feb 2025, In: Annals of Statistics. 53, 1, p. 61-90 30 p.Research output: Contribution to journal › Article › peer-review
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PROVABLE CONVERGENCE AND LIMITATIONS OF GEOMETRIC TEMPERING FOR LANGEVIN DYNAMICS
Chehab, O., Korba, A., Stromme, A. & Vacher, A., 1 Jan 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 30515-30557 43 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Fast convergence of empirical barycenters in Alexandrov spaces and the Wasserstein space
Le Gouic, T., Paris, Q., Rigollet, P. & Stromme, A. J., 1 Jan 2023, In: Journal of the European Mathematical Society. 25, 6, p. 2229-2250 22 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Sampling From a Schrödinger Bridge
Stromme, A. J., 1 Jan 2023, In: Proceedings of Machine Learning Research. 206, p. 4058-4067 10 p.Research output: Contribution to journal › Conference article › peer-review
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ASYMPTOTICS FOR SEMIDISCRETE ENTROPIC OPTIMAL TRANSPORT
Altschuler, J. M., Niles-Weed, J. & Stromme, A. J., 1 Jan 2022, In: SIAM Journal on Mathematical Analysis. 54, 2, p. 1718-1741 24 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent
Altschuler, J. M., Chewi, S., Gerber, P. & Stromme, A. J., 1 Jan 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 22132-22145 14 p. (Advances in Neural Information Processing Systems; vol. 27).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Fast and Smooth Interpolation on Wasserstein Space
Chewi, S., Rigollet, P., Clancy, J., Stepaniants, G., Le Gouic, T. & Stromme, A. J., 1 Jan 2021, In: Proceedings of Machine Learning Research. 130, p. 3061-3069 9 p.Research output: Contribution to journal › Conference article › peer-review
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Exponential ergodicity of mirror-Langevin diffusions
Chewi, S., Le Gouic, T., Lu, C., Maunu, T., Rigollet, P. & Stromme, A., 1 Jan 2020, In: Advances in Neural Information Processing Systems. 2020-DecemberResearch output: Contribution to journal › Conference article › peer-review
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Gradient descent algorithms for Bures-Wasserstein barycenters
Chewi, S., Maunu, T., Rigollet, P. & Stromme, A. J., 1 Jan 2020, In: Proceedings of Machine Learning Research. 125, p. 1276-1304 29 p.Research output: Contribution to journal › Conference article › peer-review
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Algebraic properties of generalized graph laplacians: Resistor networks, critical groups, and homological algebra∗
Jekel, D., Levy, A., Dana, W., Stromme, A. & Litterell, C., 1 Jan 2018, In: SIAM Journal on Discrete Mathematics. 32, 2, p. 1040-1110 71 p.Research output: Contribution to journal › Article › peer-review
Open Access