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regression

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Showing 8851–8900 of 9424 papers

TitleStatusHype
Particle Gibbs for Bayesian Additive Regression Trees—0
Nonparametric regression using needlet kernels for spherical data—0
Weighted SGD for _p Regression with Randomized Preconditioning—0
Gaussian Process Models for HRTF based Sound-Source Localization and Active-Learning—0
Proximal Algorithms in Statistics and Machine Learning—0
Distributed Gaussian Processes—0
Implementing Randomized Matrix Algorithms in Parallel and Distributed Environments—0
Evaluation of modelling approaches for predicting the spatial distribution of soil organic carbon stocks at the national scale—0
Marginalizing Gaussian Process Hyperparameters using Sequential Monte Carlo—0
Quantum Energy Regression using Scattering Transforms—0
Regression and Learning to Rank Aggregation for User Engagement Evaluation—0
ggRandomForests: Visually Exploring a Random Forest for RegressionCode0
A Neural Network Anomaly Detector Using the Random Cluster Model—0
Covariate influence in spatially autocorrelated occupancy and abundance data—0
Online Nonparametric Regression with General Loss Functions—0
Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners—0
Randomized sketches for kernels: Fast and optimal non-parametric regression—0
Slice Sampling for Probabilistic Programming—0
Implementable confidence sets in high dimensional regression—0
Coupled Depth Learning—0
A new ADMM algorithm for the Euclidean median and its application to robust patch regression—0
Understanding Kernel Ridge Regression: Common behaviors from simple functions to density functionals—0
Classification with Low Rank and Missing Data—0
Random Bits Regression: a Strong General Predictor for Big Data—0
Accurate Estimation of Quantitative Trait Locus Effects with Epistatic by Improved Variational Linear Regression—0
MVA: Initial Margin Valuation Adjustment by Replication and Regression—0
Statistical consistency and asymptotic normality for high-dimensional robust M-estimators—0
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss—0
A General Framework for Robust Testing and Confidence Regions in High-Dimensional Quantile Regression—0
An _1,l_2,l_\-Regularization Approach to High-Dimensional Errors-in-variables Models—0
Half-CNN: A General Framework for Whole-Image Regression—0
Regression with Linear Factored Functions—0
Dynamic Structure Embedded Online Multiple-Output Regression for Stream Data—0
Towards a constructive multilayer perceptron for regression task using non-parametric clustering. A case study of Photo-Z redshift reconstruction—0
Consistency Analysis of an Empirical Minimum Error Entropy Algorithm—0
Support recovery without incoherence: A case for nonconvex regularization—0
The supervised hierarchical Dirichlet process—0
A Robust Regression Approach for Background/Foreground Segmentation—0
The Statistics of Streaming Sparse Regression—0
Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso—0
Expanded Alternating Optimization of Nonconvex Functions with Applications to Matrix Factorization and Penalized Regression—0
Complex support vector machines regression for robust channel estimation in LTE downlink system—0
Hierarchical Mixture-of-Experts Model for Large-Scale Gaussian Process Regression—0
Cancer Detection with Multiple Radiologists via Soft Multiple Instance Logistic Regression and L_1 Regularization—0
Real-Time Grasp Detection Using Convolutional Neural NetworksCode1
HyperSpectral classification with adaptively weighted L1-norm regularization and spatial postprocessing—0
A Likelihood Ratio Framework for High Dimensional Semiparametric Regression—0
Quantile universal threshold: model selection at the detection edge for high-dimensional linear regression—0
Nonparametric modal regression—0
On Sparse Gaussian Chain Graph Models—0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

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