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Aram-Alexandre Pooladian
Aram-Alexandre Pooladian
New York University
Potvrđena adresa e-pošte na nyu.edu - Početna stranica
Naslov
Citirano
Citirano
Godina
Entropic estimation of optimal transport maps
AA Pooladian, J Niles-Weed
arXiv preprint arXiv:2109.12004, 2021
1222021
Multisample flow matching: Straightening flows with minibatch couplings
AA Pooladian, H Ben-Hamu, C Domingo-Enrich, B Amos, Y Lipman, ...
arXiv preprint arXiv:2304.14772, 2023
1112023
An entropic generalization of Caffarelli’s contraction theorem via covariance inequalities
S Chewi, AA Pooladian
Comptes Rendus. Mathématique 361 (G9), 1471-1482, 2023
382023
The logbarrier adversarial attack: making effective use of decision boundary information
C Finlay, AA Pooladian, A Oberman
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
372019
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case
AA Pooladian, V Divol, J Niles-Weed
International Conference on Machine Learning, 28128-28150, 2023
342023
Learning normalizing flows from Entropy-Kantorovich potentials
C Finlay, A Gerolin, AM Oberman, AA Pooladian
arXiv preprint arXiv:2006.06033, 2020
342020
Optimal transport map estimation in general function spaces
V Divol, J Niles-Weed, AA Pooladian
arXiv preprint arXiv:2212.03722, 2022
292022
Debiaser beware: Pitfalls of centering regularized transport maps
AA Pooladian, M Cuturi, J Niles-Weed
International Conference on Machine Learning, 17830-17847, 2022
202022
Neural optimal transport with lagrangian costs
AA Pooladian, C Domingo-Enrich, RTQ Chen, B Amos
arXiv preprint arXiv:2406.00288, 2024
162024
An explicit expansion of the Kullback-Leibler divergence along its Fisher-Rao gradient flow
C Domingo-Enrich, AA Pooladian
arXiv preprint arXiv:2302.12229, 2023
142023
Tight stability bounds for entropic Brenier maps
V Divol, J Niles-Weed, AA Pooladian
arXiv preprint arXiv:2404.02855, 2024
112024
A study of one-parameter regularization methods for mathematical programs with vanishing constraints
T Hoheisel, B Pablos, A Pooladian, A Schwartz, L Steverango
Optimization Methods and Software 37 (2), 503-545, 2022
102022
Learning elastic costs to shape monge displacements
M Klein, AA Pooladian, P Ablin, E Ndiaye, J Niles-Weed, M Cuturi
arXiv preprint arXiv:2306.11895, 2023
9*2023
A principled approach for generating adversarial images under non-smooth dissimilarity metrics
AA Pooladian, C Finlay, T Hoheisel, A Oberman
International Conference on Artificial Intelligence and Statistics, 1442-1452, 2020
72020
Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein space
Y Jiang, S Chewi, AA Pooladian
The Thirty Seventh Annual Conference on Learning Theory, 2720-2721, 2024
52024
Plug-in estimation of Schr\" odinger bridges
AA Pooladian, J Niles-Weed
arXiv preprint arXiv:2408.11686, 2024
32024
Progressive Entropic Optimal Transport
P Kassraie, AA Pooladian, M Klein, J Thornton, J Niles-Weed, M Cuturi
NeurIPS 2024-Main track, 2024
3*2024
Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps
R Baptista, AA Pooladian, M Brennan, Y Marzouk, J Niles-Weed
arXiv preprint arXiv:2411.07154, 2024
22024
Wasserstein Flow Matching: Generative modeling over families of distributions
D Haviv, AA Pooladian, D Pe'er, B Amos
arXiv preprint arXiv:2411.00698, 2024
2024
Numerical Methods for the Fermat-Weber Problem in the Polyhedral ℓp Norms
AA Pooladian
McGill University (Canada), 2020
2020
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