Thuy-Duong Vuong
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Venues
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Research topics
Keywords
spectral gap
(2)
determinantal point process
(2)
multimodal distribution
(2)
langevin diffusion
(2)
combinatorial optimization
(2)
random walk
(1)
kullback-leibler divergence
(1)
cardinality constraint
(1)
markov chain
(1)
score matching
(1)
impossibility result
(1)
submodular maximization
(1)
score estimation
(1)
maximum a posteriori inference
(1)
generative model
(1)
approximation algorithm
(1)
log-concave distribution
(1)
parallel sampling
(1)
matroid constraint
(1)
langevin algorithm
(1)
Papers
Efficiently learning and sampling multimodal distributions with data-based initialization
COLT 2025
Fairness in Submodular Maximization over a Matroid Constraint
AISTATS 2024
Fast parallel sampling under isoperimetry
COLT 2024
Sampling Multimodal Distributions with the Vanilla Score: Benefits of Data-Based Initialization
ICLR 2024
From Sampling to Optimization on Discrete Domains with Applications to Determinant Maximization
COLT 2022