Vladimir R. Kostic
4 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(11)
🗺️
Taxonomy Completionist
(22)
Conferences
NIPS (3)
ICML (1)
Top co-authors
Keywords
infinitesimal generator
(2)
generative modeling
(1)
statistical inference
(1)
probabilistic modeling
(1)
uncertainty quantification
(1)
optimal transport
(1)
convergence analysis
(1)
reproducing kernel hilbert space
(1)
conditional probability
(1)
stochastic process
(1)
spectral analysis
(1)
spectral estimation
(1)
conditional distribution
(1)
entropic regularization
(1)
sinkhorn algorithm
(1)
diffusion model
(1)
confidence region
(1)
conditional quantile
(1)
molecular dynamics
(1)
biased simulation
(1)
Papers
Neural Conditional Probability for Uncertainty Quantification
NIPS 2024
From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach
NIPS 2024
Learning the Infinitesimal Generator of Stochastic Diffusion Processes
NIPS 2024
Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity
ICML 2022