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regression

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Showing 8201–8250 of 9424 papers

TitleStatusHype
Approximate Bayes learning of stochastic differential equations—0
Predicting Surgery Duration with Neural Heteroscedastic Regression—0
Machine learning prediction errors better than DFT accuracy—0
Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging—0
Tree Ensembles with Rule Structured Horseshoe Regularization—0
A concentration inequality for the excess risk in least-squares regression with random design and heteroscedastic noise—0
Robust Regression via Mutivariate Regression Depth—0
metboost: Exploratory regression analysis with hierarchically clustered dataCode0
Coresets for Kernel Regression—0
Design of a Time Delay Reservoir Using Stochastic Logic: A Feasibility Study—0
Stochastic Configuration Networks: Fundamentals and Algorithms—0
Fixing an error in Caponnetto and de Vito (2007)—0
Predicting Privileged Information for Height Estimation—0
Rate Optimal Estimation and Confidence Intervals for High-dimensional Regression with Missing Covariates—0
On-the-Fly Adaptation of Regression Forests for Online Camera Relocalisation—0
Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI)—0
Driver Drowsiness Estimation from EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR)—0
Region Ensemble Network: Improving Convolutional Network for Hand Pose Estimation—0
Printed Arabic Text Recognition using Linear and Nonlinear Regression—0
Cluster-based Kriging Approximation Algorithms for Complexity Reduction—0
Sharp Convergence Rates for Forward Regression in High-Dimensional Sparse Linear Models—0
Optimal Subsampling for Large Sample Logistic Regression—0
A Fast and Compact Saliency Score Regression Network Based on Fully Convolutional Network—0
Pixel Recursive Super ResolutionCode0
A Gaussian Process Regression Model for Distribution Inputs—0
Prototypal Analysis and Prototypal Regression—0
Click Through Rate Prediction for Contextual Advertisment Using Linear Regression—0
Random Forest regression for manifold-valued responses—0
Subset Selection for Multiple Linear Regression via Optimization—0
Linear convergence of SDCA in statistical estimation—0
Information Theoretic Limits for Linear Prediction with Graph-Structured Sparsity—0
Patchwork Kriging for Large-scale Gaussian Process Regression—0
Identifying Nonlinear 1-Step Causal Influences in Presence of Latent Variables—0
Bayesian Network Learning via Topological Order—0
Parameter Selection Algorithm For Continuous Variables—0
A Machine Learning Alternative to P-values—0
Highly Efficient Hierarchical Online Nonlinear Regression Using Second Order Methods—0
Efficient and Adaptive Linear Regression in Semi-Supervised Settings—0
High-Dimensional Regression with Binary Coefficients. Estimating Squared Error and a Phase Transition—0
Datenqualität in Regressionsproblemen—0
Regularization, sparse recovery, and median-of-means tournaments—0
Symbolic Regression Algorithms with Built-in Linear Regression—0
Multivariate Regression with Grossly Corrupted Observations: A Robust Approach and its Applications—0
Efficient Image Set Classification using Linear Regression based Image Reconstruction—0
Transformation Forests—0
Overlapping Cover Local Regression Machines—0
Learning local trajectories for high precision robotic tasks : application to KUKA LBR iiwa Cartesian positioning—0
Private Incremental Regression—0
Bayesian model selection consistency and oracle inequality with intractable marginal likelihood—0
ConvNets with Smooth Adaptive Activation Functions for Regression—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