Austin J. Stromme

14 papers A* 4A 2Journal 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
On the implicit regularization of Langevin dynamics with projected noise.
CoRR
Govind Menon, Austin J. Stromme, Adrien Vacher
2025 A* conf
Provable Convergence and Limitations of Geometric Tempering for Langevin Dynamics.
ICLR
Omar Chehab, Anna Korba, Austin J. Stromme, Adrien Vacher
2024 J jnl
Provable Convergence and Limitations of Geometric Tempering for Langevin Dynamics.
CoRR
Omar Chehab, Anna Korba, Austin J. Stromme, Adrien Vacher
2023 J jnl
Minimum intrinsic dimension scaling for entropic optimal transport.
CoRR
Austin J. Stromme
2023 A conf
Sampling From a Schrödinger Bridge.
AISTATS
Austin J. Stromme
2023 — —
Statistical aspects of optimal transport
Austin J. Stromme
2022 J jnl
Asymptotics for Semidiscrete Entropic Optimal Transport.
SIAM J. Math. Anal.
Jason M. Altschuler, Jonathan Niles-Weed, Austin J. Stromme
2021 A* conf
Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent.
NeurIPS
Jason M. Altschuler, Sinho Chewi, Patrik Gerber, Austin J. Stromme
2021 J jnl
Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent.
CoRR
Jason M. Altschuler, Sinho Chewi, Patrik Gerber, Austin J. Stromme
2021 A conf
Fast and Smooth Interpolation on Wasserstein Space.
AISTATS
Sinho Chewi, Julien Clancy, Thibaut Le Gouic, Philippe Rigollet, George Stepaniants, Austin J. Stromme
2020 A* conf
Exponential ergodicity of mirror-Langevin diffusions.
NeurIPS
Sinho Chewi, Thibaut Le Gouic, Chen Lu, Tyler Maunu, Philippe Rigollet, Austin J. Stromme
2020 J jnl
Exponential ergodicity of mirror-Langevin diffusions.
CoRR
Sinho Chewi, Thibaut Le Gouic, Chen Lu, Tyler Maunu, Philippe Rigollet, Austin J. Stromme
2020 A* conf
Gradient descent algorithms for Bures-Wasserstein barycenters.
COLT
Sinho Chewi, Tyler Maunu, Philippe Rigollet, Austin J. Stromme
2018 J jnl
Algebraic Properties of Generalized Graph Laplacians: Resistor Networks, Critical Groups, and Homological Algebra.
SIAM J. Discret. Math.
David Jekel, Avi Levy, Will Dana, Austin J. Stromme, Collin Litterell