Yashar Hezaveh
4 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
generative model
(2)
semi-supervised learning
(1)
anomaly detection
(1)
bayesian inference
(1)
density estimation
(1)
markov chain monte carlo
(1)
posterior inference
(1)
parameter inference
(1)
model comparison
(1)
diffusion model
(1)
simulation-based inference
(1)
generative flow network
(1)
probability mass
(1)
coverage testing
(1)
chi-squared test
(1)
nested sampling
(1)
likelihood-free evaluation
(1)
dynamic nested sampling
(1)
gradient-guided
(1)
hamiltonian slice sampling
(1)
Papers
PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation
ICLR 2025
Improving Gradient-Guided Nested Sampling for Posterior Inference
ICML 2024
On Diffusion Modeling for Anomaly Detection
ICLR 2024
Sampling-Based Accuracy Testing of Posterior Estimators for General Inference
ICML 2023