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Active Importance Sampling for Variational Objectives Dominated by Rare Events: Consequences for Optimization and Generalization.
Grant M. Rotskoff
Andrew R. Mitchell
Eric Vanden-Eijnden
Published in:
MSML (2021)
Keyphrases
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rare events
importance sampling
monte carlo
markov chain
kalman filter
particle filter
particle filtering
fraud detection
approximate inference
image segmentation
pairwise
probability distribution
class distribution
class imbalance
distributed data
markov chain monte carlo