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Regression

4964 directly classified papers

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Papers

ooDACE Toolbox: A Flexible Object-Oriented Kriging Implementation JMLR 2014
Latent Regression Forest: Structured Estimation of 3D Articulated Hand Posture CVPR 2014
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression JMLR 2014
Constant Nullspace Strong Convexity and Fast Convergence of Proximal Methods under High-Dimensional Settings NIPS 2014
Fast Distribution To Real Regression AISTATS 2014
Expectation Propagation for Neural Networks with Sparsity-Promoting Priors JMLR 2014
The FASTCLIME Package for Linear Programming and Large-Scale Precision Matrix Estimation in R JMLR 2014
A Dual Algorithm for Olfactory Computation in the Locust Brain NIPS 2014
Early Stopping and Non-parametric Regression: An Optimal Data-dependent Stopping Rule JMLR 2014
Bio-Artificial Synergies for Grasp Posture Control of Supernumerary Robotic Fingers RSS 2014
Adaptive Minimax Regression Estimation over Sparse $\ell_q$-Hulls JMLR 2014
Explicit Link Between Periodic Covariance Functions and State Space Models AISTATS 2014
Learning Time-Varying Coverage Functions NIPS 2014
Narrowing the Gap: Random Forests In Theory and In Practice ICML 2014
Revisiting Stein's Paradox: Multi-Task Averaging JMLR 2014
Pattern Alternating Maximization Algorithm for Missing Data in High-Dimensional Problems JMLR 2014
Sparse Multi-Task Reinforcement Learning NIPS 2014
Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression AISTATS 2014
Distribution to Distribution Regression ICML 2013
A Generalized Kernel Approach to Structured Output Learning ICML 2013
How to Solve Classification and Regression Problems on High-Dimensional Data with a Supervised Extension of Slow Feature Analysis JMLR 2013
Greedy Sparsity-Constrained Optimization JMLR 2013
Sparsity Regret Bounds for Individual Sequences in Online Linear Regression JMLR 2013
Risk Bounds and Learning Algorithms for the Regression Approach to Structured Output Prediction ICML 2013
Optical Flow via Locally Adaptive Fusion of Complementary Data Costs ICCV 2013