conftrace_

nonparametric regression

111 papers

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Co-occurring keywords

kernel methods (1097) gaussian process (1200) additive model (48) convergence rate (607) variable selection (146) kernel regression (87) bayesian inference (1907) regret bound (1926) minimax rate (87) derivative estimation (10)

Papers

k-NN Regression Adapts to Local Intrinsic Dimension NIPS 2011
Dirichlet Process Mixtures of Generalized Linear Models JMLR 2011
Dirichlet Process Mixtures of Generalized Linear Models AISTATS 2010
Robust Nonparametric Regression with Metric-Space Valued Output NIPS 2009
Fast, smooth and adaptive regression in metric spaces NIPS 2009
Lower bounds on minimax rates for nonparametric regression with additive sparsity and smoothness NIPS 2009
Nonparametric Greedy Algorithms for the Sparse Learning Problem NIPS 2009
Nonparametric regression and classification with joint sparsity constraints NIPS 2008
Bayesian Kernel Shaping for Learning Control NIPS 2008
SpAM: Sparse Additive Models NIPS 2007
Sparse Boosting JMLR 2006