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regularization

19 papers

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AUTOACER

Co-occurring keywords

convex optimization (1320) sparse optimization (246) support vector machine (976) online learning (1770) feature selection (649) empirical risk minimization (348) time series (434) multi-task learning (2556) statistical learning (350) time series analysis (174)

Papers

Time--Data Tradeoffs by Aggressive Smoothing NIPS 2014
Dirty Statistical Models NIPS 2013
The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited NIPS 2013
Volume Regularization for Binary Classification NIPS 2012
Multi-Task Averaging NIPS 2012
Improving Topic Coherence with Regularized Topic Models NIPS 2011
Optimal learning rates for least squares SVMs using Gaussian kernels NIPS 2011
Sufficient Conditions for Generating Group Level Sparsity in a Robust Minimax Framework NIPS 2010
Regularized estimation of image statistics by Score Matching NIPS 2010
Inter-time segment information sharing for non-homogeneous dynamic Bayesian networks NIPS 2010
Fast detection of multiple change-points shared by many signals using group LARS NIPS 2010
Asymptotically Optimal Regularization in Smooth Parametric Models NIPS 2009
Adaptive Regularization for Transductive Support Vector Machine NIPS 2009
Dual Averaging Method for Regularized Stochastic Learning and Online Optimization NIPS 2009
Efficient Learning using Forward-Backward Splitting NIPS 2009
Privacy-preserving logistic regression NIPS 2008
Regularized Policy Iteration NIPS 2008
On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization NIPS 2008
Graph Laplacian Regularization for Large-Scale Semidefinite Programming NIPS 2006