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iterative regularization

8 papers

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Co-occurring keywords · papers mentioning both

early stopping (4) tikhonov regularization (2) convex loss function (2) reproducing kernel hilbert space (2) model selection (2) sparse recovery (2) structural sparsity (1) kernel methods (1) primal-dual gradient (1) variable splitting (1)

Papers

Iterative Regularization with k-support Norm: An Important Complement to Sparse Recovery AAAI 2024 Early Stopping for Iterative Regularization with General Loss Functions JMLR 2022 Beyond Tikhonov: faster learning with self-concordant losses, via iterative regularization NeurIPS 2021 Iterative regularization for convex regularizers AISTATS 2021 Iterative Regularization for Learning with Convex Loss Functions JMLR 2016 NYTRO: When Subsampling Meets Early Stopping AISTATS 2016 Split LBI: An Iterative Regularization Path with Structural Sparsity NeurIPS 2016 Learning with Incremental Iterative Regularization NeurIPS 2015