Search Results - Aram-Alexandre Pooladian

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  1. 1
    The LogBarrier Adversarial Attack: Making Effective Use of Decision Boundary Information

    The LogBarrier Adversarial Attack: Making Effective Use of Decision Boundary Information by Finlay, Chris, Pooladian, Aram-Alexandre, Oberman, Adam

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  2. 2
    Plug-in estimation of Schrödinger bridges

    Plug-in estimation of Schrödinger bridges by Aram-Alexandre Pooladian, Niles-Weed, Jonathan

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  3. 3
    Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein space

    Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein space by Jiang, Yiheng, Chewi, Sinho, Aram-Alexandre Pooladian

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  4. 4
    Entropic estimation of optimal transport maps

    Entropic estimation of optimal transport maps by Aram-Alexandre Pooladian, Niles-Weed, Jonathan

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  5. 5
    An entropic generalization of Caffarelli's contraction theorem via covariance inequalities

    An entropic generalization of Caffarelli's contraction theorem via covariance inequalities by Chewi, Sinho, Aram-Alexandre Pooladian

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  6. 6
    Wasserstein Flow Matching: Generative modeling over families of distributions

    Wasserstein Flow Matching: Generative modeling over families of distributions by Haviv, Doron, Aram-Alexandre Pooladian, Pe'er, Dana, Amos, Brandon

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  7. 7
    An Explicit Expansion of the Kullback-Leibler Divergence along its Fisher-Rao Gradient Flow

    An Explicit Expansion of the Kullback-Leibler Divergence along its Fisher-Rao Gradient Flow by Domingo-Enrich, Carles, Aram-Alexandre Pooladian

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  8. 8
    Tight stability bounds for entropic Brenier maps

    Tight stability bounds for entropic Brenier maps by Divol, Vincent, Niles-Weed, Jonathan, Aram-Alexandre Pooladian

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  9. 9
    Optimal transport map estimation in general function spaces

    Optimal transport map estimation in general function spaces by Divol, Vincent, Niles-Weed, Jonathan, Aram-Alexandre Pooladian

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  10. 10
    Minimax estimation of discontinuous optimal transport maps: The semi-discrete case

    Minimax estimation of discontinuous optimal transport maps: The semi-discrete case by Aram-Alexandre Pooladian, Divol, Vincent, Niles-Weed, Jonathan

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  11. 11
    Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps

    Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps by Baptista, Ricardo, Aram-Alexandre Pooladian, Brennan, Michael, Marzouk, Youssef, Niles-Weed, Jonathan

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  12. 12
    Progressive Entropic Optimal Transport Solvers

    Progressive Entropic Optimal Transport Solvers by Kassraie, Parnian, Aram-Alexandre Pooladian, Klein, Michal, Thornton, James, Niles-Weed, Jonathan, Cuturi, Marco

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  13. 13
    Neural Optimal Transport with Lagrangian Costs

    Neural Optimal Transport with Lagrangian Costs by Aram-Alexandre Pooladian, Domingo-Enrich, Carles, Chen, Ricky T Q, Amos, Brandon

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  14. 14
    Learning Elastic Costs to Shape Monge Displacements

    Learning Elastic Costs to Shape Monge Displacements by Klein, Michal, Aram-Alexandre Pooladian, Ablin, Pierre, Ndiaye, Eugène, Niles-Weed, Jonathan, Cuturi, Marco

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  15. 15
    Debiaser Beware: Pitfalls of Centering Regularized Transport Maps

    Debiaser Beware: Pitfalls of Centering Regularized Transport Maps by Aram-Alexandre Pooladian, Cuturi, Marco, Niles-Weed, Jonathan

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  16. 16
    Multisample Flow Matching: Straightening Flows with Minibatch Couplings

    Multisample Flow Matching: Straightening Flows with Minibatch Couplings by Aram-Alexandre Pooladian, Ben-Hamu, Heli, Domingo-Enrich, Carles, Amos, Brandon, Lipman, Yaron, Chen, Ricky T Q

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  17. 17
    Learning normalizing flows from Entropy-Kantorovich potentials

    Learning normalizing flows from Entropy-Kantorovich potentials by Finlay, Chris, Gerolin, Augusto, Oberman, Adam M, Aram-Alexandre Pooladian

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  18. 18
    A principled approach for generating adversarial images under non-smooth dissimilarity metrics

    A principled approach for generating adversarial images under non-smooth dissimilarity metrics by Aram-Alexandre Pooladian, Finlay, Chris, Hoheisel, Tim, Oberman, Adam

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  19. 19
    Farkas layers: don't shift the data, fix the geometry

    Farkas layers: don't shift the data, fix the geometry by Aram-Alexandre Pooladian, Finlay, Chris, Oberman, Adam M

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  20. 20
    The LogBarrier adversarial attack: making effective use of decision boundary information

    The LogBarrier adversarial attack: making effective use of decision boundary information by Finlay, Chris, Aram-Alexandre Pooladian, Oberman, Adam M

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