Durga S
3 papers · 2021–2023 · 1 conference · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(13)
Conferences
ICML (3)
Top co-authors
Keywords
data subset selection
(2)
submodular optimization
(2)
orthogonal matching pursuit
(1)
efficient training
(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)
discrete continuous optimization
(1)
joint clustering
(1)
resource-efficient deep learning
(1)
core set selection
(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