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regression

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Showing 8901–8950 of 9424 papers

TitleStatusHype
Quantile universal threshold: model selection at the detection edge for high-dimensional linear regression—0
Nonparametric modal regression—0
Incremental Local Gaussian Regression—0
Communication Efficient Distributed Machine Learning with the Parameter Server—0
On Sparse Gaussian Chain Graph Models—0
An Infra-Structure for Performance Estimation and Experimental Comparison of Predictive Models in RCode0
Distributed Bayesian Posterior Sampling via Moment Sharing—0
Sparse Bayesian structure learning with “dependent relevance determination” priors—0
Tree-structured Gaussian Process Approximations—0
A Residual Bootstrap for High-Dimensional Regression with Near Low-Rank Designs—0
Multivariate Regression with Calibration—0
Robust Logistic Regression and Classification—0
Fast Prediction for Large-Scale Kernel Machines—0
Using Sentence Plausibility to Learn the Semantics of Transitive Verbs—0
Flying Objects Detection from a Single Moving Camera—0
Convex Techniques for Model Selection—0
A note relating ridge regression and OLS p-values to preconditioned sparse penalized regression—0
PLUTO: Penalized Unbiased Logistic Regression Trees—0
Distributed Coordinate Descent for L1-regularized Logistic RegressionCode0
Kickback cuts Backprop's red-tape: Biologically plausible credit assignment in neural networks—0
A Convex Sparse PCA for Feature Analysis—0
Characterization of the equivalence of robustification and regularization in linear and matrix regression—0
Learning nonparametric differential equations with operator-valued kernels and gradient matching—0
Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov ApproximationCode0
N^3LARS: Minimum Redundancy Maximum Relevance Feature Selection for Large and High-dimensional Data—0
Learning Theory for Distribution RegressionCode0
Faithful Variable Screening for High-Dimensional Convex Regression—0
Bayesian feature selection with strongly-regularizing priors maps to the Ising Model—0
Multivariate response and parsimony for Gaussian cluster-weighted models—0
Population Empirical BayesCode0
Trend Filtering on Graphs—0
Multiple Output Regression with Latent Noise—0
Fast Function to Function Regression—0
A Greedy Homotopy Method for Regression with Nonconvex Constraints—0
A PTAS for Agnostically Learning Halfspaces—0
Estimation of Lower Limb Periodic Motions from sEMG Using Least Squares Support Vector Regression—0
An Aggregation Method for Sparse Logistic Regression—0
Attribute Efficient Linear Regression with Data-Dependent Sampling—0
Active Regression by Stratification—0
On Iterative Hard Thresholding Methods for High-dimensional M-Estimation—0
BUT QUESST 2014 System Description—0
Bayesian regression and BitcoinCode0
Facial Feature Point Detection: A Comprehensive Survey—0
Multidimensional Digital Smoothing Filters for Target Detection—0
Large-scale Reordering Model for Statistical Machine Translation using Dual Multinomial Logistic Regression—0
Hyper-Spectral Image Analysis with Partially-Latent Regression and Spatial Markov Dependencies—0
Backhaul-Constrained Multi-Cell Cooperation Leveraging Sparsity and Spectral Clustering—0
MIST: L0 Sparse Linear Regression with Momentum—0
Unsupervised learning of regression mixture models with unknown number of components—0
Unified Heat Kernel Regression for Diffusion, Kernel Smoothing and Wavelets on Manifolds and Its Application to Mandible Growth Modeling in CT Images—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified