Aude Genevay
7 papers · 2016–2021 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
π
Academic Marathon
(5)
π
Cross-Pollinator
(14)
π
Trend Setter
β
The Questioner
Conferences
NIPS (4)
AISTATS (2)
UAI (1)
Top co-authors
Keywords
optimal transport
(6)
stochastic gradient descent
(2)
sinkhorn divergence
(2)
entropic regularization
(2)
input-convex neural network
(2)
wasserstein distance
(2)
probability density
(1)
maximum mean discrepancy
(1)
probability measure
(1)
sinkhorn algorithm
(1)
generative model
(1)
approximation algorithm
(1)
entropy regularization
(1)
fokker-planck equation
(1)
wasserstein barycenter
(1)
transport map
(1)
energy distance
(1)
entropic smoothing
(1)
wasserstein gradient flow
(1)
kernel methods
(1)
Papers
Large-Scale Wasserstein Gradient Flows
NIPS 2021
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark
NIPS 2021
Improving approximate optimal transport distances using quantization
UAI 2021
Continuous Regularized Wasserstein Barycenters
NIPS 2020
Sample Complexity of Sinkhorn Divergences
AISTATS 2019
Learning Generative Models with Sinkhorn Divergences
AISTATS 2018
Stochastic Optimization for Large-scale Optimal Transport
NIPS 2016