Constantinos Costis Daskalakis
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(11)
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The Questioner
Venues
Top co-authors
Research topics
Keywords
sample complexity
(3)
noisy data
(2)
covariance matrix
(1)
distribution learning
(1)
condition number
(1)
diffusion model
(1)
gaussian distribution
(1)
missing data
(1)
gaussian mixture
(1)
fine tuning
(1)
censored data
(1)
consistency loss
(1)
data scaling law
(1)
tweedie's formula
(1)
ambient diffusion
(1)
memorization
(1)
topology
(1)
equal-variance assumption
(1)
gaussian dag
(1)
mean estimation
(1)
Papers
How Much is a Noisy Image Worth? Data Scaling Laws for Ambient Diffusion.
ICLR 2025
Learning Gaussian DAG Models without Condition Number Bounds
ICML 2025
Learning High-dimensional Gaussians from Censored Data
AISTATS 2025
Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data
ICML 2024