Aram-Alexandre Pooladian
According to our database1,
Aram-Alexandre Pooladian
authored at least 17 papers
between 2019 and 2024.
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Book In proceedings Article PhD thesis Dataset OtherLinks
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Bibliography
2024
Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps.
CoRR, 2024
CoRR, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein space.
Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024
2023
An Explicit Expansion of the Kullback-Leibler Divergence along its Fisher-Rao Gradient Flow.
Trans. Mach. Learn. Res., 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
2022
A study of one-parameter regularization methods for mathematical programs with vanishing constraints.
Optim. Methods Softw., 2022
Proceedings of the International Conference on Machine Learning, 2022
2020
A principled approach for generating adversarial images under non-smooth dissimilarity metrics.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
The LogBarrier Adversarial Attack: Making Effective Use of Decision Boundary Information.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019