Scalable Optimal Transport Methods in Machine Learning: A Contemporary
SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 |
Discrete Optimal Transport with Independent Marginals is #P-HardSIAM Journal on Optimization (SIAM J. Optim.), 2022 |
An algorithmic solution to the Blotto game using multi-marginal
couplingsACM Conference on Economics and Computation (EC), 2022 |
Genetic column generation: Fast computation of high-dimensional
multi-marginal optimal transport problemsSIAM Journal on Scientific Computing (SISC), 2021 |
Wasserstein barycenters are NP-hard to computeSIAM Journal on Mathematics of Data Science (SIMODS), 2021 |
Polynomial-time algorithms for Multimarginal Optimal Transport problems
with structureMathematical programming (Math. Program.), 2020 |
A Family of Pairwise Multi-Marginal Optimal Transports that Define a
Generalized MetricMachine-mediated learning (ML), 2020 |