Matthew Werenski
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(11)
🗺️
Taxonomy Completionist
(10)
Conferences
JMLR (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
optimal transport
(3)
sample complexity
(1)
adversarial training
(1)
multiclass classification
(1)
multi-class classification
(1)
linear programming
(1)
maximum mean discrepancy
(1)
riemannian geometry
(1)
entropic regularization
(1)
sinkhorn algorithm
(1)
entropy regularization
(1)
goodness-of-fit testing
(1)
wasserstein space
(1)
lower bound
(1)
multimarginal optimal transport
(1)
multivariate rank
(1)
goodness-of-fit statistic
(1)
measure estimation
(1)
barycentric coding model
(1)
quadratic optimization problem
(1)
Papers
Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications
AISTATS 2025
An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification
JMLR 2024
Multivariate Soft Rank via Entropy-Regularized Optimal Transport: Sample Efficiency and Generative Modeling
JMLR 2023
Measure Estimation in the Barycentric Coding Model
ICML 2022