conftrace_

regularization parameter

29 papers

Explore in graph

Co-occurring keywords

support vector machine (978) high-dimensional regression (142) sparse regression (175) model selection (456) stochastic gradient descent (1091) early stopping (76) regularization path (17) parameter tuning (36) learning rate (192) error bound (88)

Papers

Hyper-Sparse Optimal Aggregation JMLR 2011
Data-driven calibration of linear estimators with minimal penalties NIPS 2009
Deterministic Error Analysis of Support Vector Regression and Related Regularized Kernel Methods JMLR 2009
On the Influence of the Kernel on the Consistency of Support Vector Machines JMLR 2001