An Algorithmic Solution to the Blotto Game Using Multimarginal Couplings.
Oper. Res., 2024
Recovering a Metric from Its Full Ordinal Information.
Discret. Comput. Geom., 2023
Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
An Algorithmic Solution to the Blotto Game using Multi-marginal Couplings.
Proceedings of the EC '22: The 23rd ACM Conference on Economics and Computation, Boulder, CO, USA, July 11, 2022
The query complexity of sampling from strongly log-concave distributions in one dimension.
Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022
Rejection sampling from shape-constrained distributions in sublinear time.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
A probabilistic model for fast-to-evaluate 2D crack path prediction in heterogeneous materials.
CoRR, 2021
Sampling From the Wasserstein Barycenter.
CoRR, 2021
Optimal dimension dependence of the Metropolis-Adjusted Langevin Algorithm.
Proceedings of the Conference on Learning Theory, 2021
Fast and Smooth Interpolation on Wasserstein Space.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
The price for fairness in a regression framework.
CoRR, 2020
Exponential ergodicity of mirror-Langevin diffusions.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
SVGD as a kernelized Wasserstein gradient flow of the chi-squared divergence.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Unconstrained and Curvature-Constrained Shortest-Path Distances and Their Approximation.
Discret. Comput. Geom., 2019
A notion of stability for k-means clustering.
CoRR, 2018
Barycenter in Wasserstein Spaces: Existence and Consistency.
Proceedings of the Geometric Science of Information - Second International Conference, 2015