regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4376–4400 of 9424 papers

Title	Date	Tasks	Status	Hype
Exploring the Properties and Evolution of Neural Network Eigenspaces during Training	Jun 17, 2021	regression	—Unverified	0
Statistical Query Lower Bounds for List-Decodable Linear Regression	Jun 17, 2021	regression	—Unverified	0
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds, and Benign Overfitting	Jun 17, 2021	Generalization Boundsregression	—Unverified	0
Semiparametric count data regression for self-reported mental health	Jun 16, 2021	Nutritionregression	—Unverified	0
Pre-processing with Orthogonal Decompositions for High-dimensional Explanatory Variables	Jun 16, 2021	regressionVocal Bursts Intensity Prediction	—Unverified	0
On the approximation capability of GNNs in node classification/regression tasks	Jun 16, 2021	ClusteringGraph Classification	CodeCode Available	0
Regularization-Induced Bias and Consistency in Recursive Least Squares	Jun 16, 2021	parameter estimationregression	—Unverified	0
Leveraging Probabilistic Circuits for Nonparametric Multi-Output Regression	Jun 16, 2021	Gaussian Processesregression	CodeCode Available	0
Quasi-Bayesian Dual Instrumental Variable Regression	Jun 16, 2021	Bayesian Inferenceregression	CodeCode Available	0
Locality defeats the curse of dimensionality in convolutional teacher-student scenarios	Jun 16, 2021	regression	—Unverified	0
Non-PSD Matrix Sketching with Applications to Regression and Optimization	Jun 16, 2021	Dimensionality Reductionregression	—Unverified	0
Costs and Benefits of Fair Regression	Jun 16, 2021	AttributeFairness	—Unverified	0
Kernel Identification Through Transformers	Jun 15, 2021	regression	CodeCode Available	1
Tree-Values: selective inference for regression trees	Jun 15, 2021	regression	CodeCode Available	1
Scaling Neural Tangent Kernels via Sketching and Random Features	Jun 15, 2021	ARCregression	CodeCode Available	1
Efficient Facial Expression Analysis For Dimensional Affect Recognition Using Geometric Features	Jun 15, 2021	regression	CodeCode Available	1
A Wasserstein Minimax Framework for Mixed Linear Regression	Jun 14, 2021	Federated Learningregression	CodeCode Available	0
An Extended Multi-Model Regression Approach for Compressive Strength Prediction and Optimization of a Concrete Mixture	Jun 13, 2021	regression	—Unverified	0
Geodesic Density Regression for Correcting 4DCT Pulmonary Respiratory Motion Artifacts	Jun 12, 2021	regressionTime Series Analysis	CodeCode Available	0
Semi-supervised Active Regression	Jun 12, 2021	Active Learningregression	—Unverified	0
Predicting Higher Education Throughput in South Africa Using a Tree-Based Ensemble Technique	Jun 12, 2021	regression	—Unverified	0
Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization	Jun 11, 2021	Out-of-Distribution Generalizationregression	CodeCode Available	1
Sparse Bayesian Learning via Stepwise Regression	Jun 11, 2021	feature selectionregression	CodeCode Available	1
Twin Neural Network Regression is a Semi-Supervised Regression Algorithm	Jun 11, 2021	regression	—Unverified	0
Forecasting VaR and ES using a joint quantile regression and implications in portfolio allocation	Jun 11, 2021	Portfolio Optimizationquantile regression	—Unverified	0

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All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified