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regression

Papers

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Showing 3051–3100 of 9424 papers

TitleStatusHype
Change Impact Analysis Based Regression Testing of Web Services—0
Chaining Bounds for Empirical Risk Minimization—0
A Novel Cluster Classify Regress Model Predictive Controller Formulation; CCR-MPC—0
A Fast and Easy Regression Technique for k-NN Classification Without Using Negative Pairs—0
A Novel Bounding Box Regression Method for Single Object Tracking—0
Certifying Data-Bias Robustness in Linear Regression—0
A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes—0
A Fast and Compact Saliency Score Regression Network Based on Fully Convolutional Network—0
Certified Continual Learning for Neural Network Regression—0
A Novel Approach in Solving Stochastic Generalized Linear Regression via Nonconvex Programming—0
Cephalometric Landmark Regression with Convolutional Neural Networks on 3D Computed Tomography Data—0
Cephalometric Landmark Detection by Attentive Feature Pyramid Fusion and Regression-Voting—0
A Novel Approach for Machine Learning-based Load Balancing in High-speed Train System using Nested Cross Validation—0
A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior—0
A Coupled Evolutionary Network for Age Estimation—0
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework—0
3D Human Body Reconstruction from a Single Image via Volumetric Regression—0
A Notion of Feature Importance by Decorrelation and Detection of Trends by Random Forest Regression—0
Center3D: Center-based Monocular 3D Object Detection with Joint Depth Understanding—0
A note relating ridge regression and OLS p-values to preconditioned sparse penalized regression—0
A Family of Penalty Functions for Structured Sparsity—0
Censored Quantile Regression with Many Controls—0
A Note on the Asymptotic Properties of the GLS Estimator in Multivariate Regression with Heteroskedastic and Autocorrelated Errors—0
Censored Quantile Regression Forest—0
A Note On Nonlinear Regression Under L2 Loss—0
A Coreset Learning Reality Check—0
CensNet: Convolution with Edge-Node Switching in Graph Neural Networks—0
A Note on Estimation Error Bound and Grouping Effect of Transfer Elastic Net—0
Cello: Efficient Computer Systems Optimization with Predictive Early Termination and Censored Regression—0
A Note on Coding and Standardization of Categorical Variables in (Sparse) Group Lasso Regression—0
A dynamic ordered logit model with fixed effects—0
CEC-MMR: Cross-Entropy Clustering Approach to Multi-Modal Regression—0
CDTDS: Predicting Paraphrases in Twitter via Support Vector Regression—0
An Ordered Lasso and Sparse Time-Lagged Regression—0
Advertising Media and Target Audience Optimization via High-dimensional Bandits—0
A Convex Sparse PCA for Feature Analysis—0
Accelerated SGD for Non-Strongly-Convex Least Squares—0
CAZSL: Zero-Shot Regression for Pushing Models by Generalizing Through Context—0
An Optimal Transport Approach for Network Regression—0
An Optimal House Price Prediction Algorithm: XGBoost—0
Causally Regularized Learning with Agnostic Data Selection Bias—0
A non-parametric conditional factor regression model for high-dimensional input and response—0
Adversarial Transfer of Pose Estimation Regression—0
A convex pseudo-likelihood framework for high dimensional partial correlation estimation with convergence guarantees—0
Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners—0
An O(n(n)) Algorithm for Projecting Onto the Ordered Weighted _1 Norm Ball—0
Causal Interpretation of Regressions With Ranks—0
An Online Learning Algorithm for Neuromorphic Hardware Implementation—0
Adversarial Training with Generated Data in High-Dimensional Regression: An Asymptotic Study—0
Causal Inference with Double/Debiased Machine Learning for Evaluating the Health Effects of Multiple Mismeasured Pollutants—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