Kamiar Rahnama Rad
3 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
Venues
Top co-authors
Research topics
Keywords
machine unlearning
(1)
high-dimensional statistics
(1)
cross validation
(1)
high-dimensional regression
(1)
generalized lasso
(1)
hyperparameter tuning
(1)
penalized regression
(1)
nuclear norm
(1)
error bound
(1)
high-dimensional regime
(1)
newton step
(1)
leave-one-out cross-validation
(1)
laplacian noise
(1)
certified unlearning
(1)
out-of-sample prediction
(1)
non-differentiable penalty
(1)
Papers
Certified Machine Unlearning Under High Dimensional Regime
JMLR 2025
Theoretical Analysis of Leave-one-out Cross Validation for Non-differentiable Penalties under High-dimensional Settings
AISTATS 2025
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions
AISTATS 2020