Durga S
3 papers · 2021–2023 · 1 venue · across top CS/AI venues
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Interdisciplinary Bridge · Bronze
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Research topics
Keywords
data subset selection
(2)
submodular optimization
(2)
orthogonal matching pursuit
(1)
efficient training
(1)
coreset selection
(1)
knowledge distillation
(1)
efficient computing
(1)
discrete optimization
(1)
generalization error
(1)
machine learning
(1)
majorization minimization
(1)
submodular minimization
(1)
mixture model
(1)
gradient matching
(1)
joint clustering
(1)
resource-efficient deep learning
(1)
discrete-continuous optimization
(1)
active learning
(1)
Papers
Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models
ICML 2023
GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training
ICML 2021
Training Data Subset Selection for Regression with Controlled Generalization Error
ICML 2021