Aram-Alexandre Pooladian
11 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Conference Polyglot
(6)
π
Academic Marathon
(6)
π
Cross-Pollinator
(12)
π
Keyword Champion
(2)
π
Century Club
(11)
Conferences
ICML (4)
AISTATS (2)
NIPS (2)
COLT (1)
ICCV (1)
UAI (1)
Top co-authors
Keywords
transport map
(3)
optimal transport
(3)
adversarial attack
(2)
proximal operator
(2)
kl divergence
(1)
flow matching
(1)
minimax estimation
(1)
bias correction
(1)
mean-field approximation
(1)
stochastic process
(1)
curse of dimensionality
(1)
entropic regularization
(1)
proximal optimization
(1)
constrained minimization
(1)
generative model
(1)
vector field
(1)
entropy regularization
(1)
adversarial perturbation
(1)
wasserstein space
(1)
decision boundary
(1)
Papers
Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps
AISTATS 2025
Wasserstein Flow Matching: Generative Modeling Over Families of Distributions
ICML 2025
Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein space
COLT 2024
Progressive Entropic Optimal Transport Solvers
NIPS 2024
Learning Elastic Costs to Shape Monge Displacements
NIPS 2024
Neural Optimal Transport with Lagrangian Costs
UAI 2024
Multisample Flow Matching: Straightening Flows with Minibatch Couplings
ICML 2023
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case
ICML 2023
Debiaser Beware: Pitfalls of Centering Regularized Transport Maps
ICML 2022
A principled approach for generating adversarial images under non-smooth dissimilarity metrics
AISTATS 2020
The LogBarrier Adversarial Attack: Making Effective Use of Decision Boundary Information
ICCV 2019