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regression

Papers

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Showing 4701–4750 of 9424 papers

TitleStatusHype
Locality defeats the curse of dimensionality in convolutional teacher-student scenarios—0
Regularization-Induced Bias and Consistency in Recursive Least Squares—0
Semiparametric count data regression for self-reported mental health—0
Non-PSD Matrix Sketching with Applications to Regression and Optimization—0
Leveraging Probabilistic Circuits for Nonparametric Multi-Output RegressionCode0
Costs and Benefits of Fair Regression—0
On the approximation capability of GNNs in node classification/regression tasksCode0
Pre-processing with Orthogonal Decompositions for High-dimensional Explanatory Variables—0
A Wasserstein Minimax Framework for Mixed Linear RegressionCode0
An Extended Multi-Model Regression Approach for Compressive Strength Prediction and Optimization of a Concrete Mixture—0
Semi-supervised Active Regression—0
Predicting Higher Education Throughput in South Africa Using a Tree-Based Ensemble Technique—0
Geodesic Density Regression for Correcting 4DCT Pulmonary Respiratory Motion ArtifactsCode0
Forecasting VaR and ES using a joint quantile regression and implications in portfolio allocation—0
Twin Neural Network Regression is a Semi-Supervised Regression Algorithm—0
ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction—0
Simplifying Deep Reinforcement Learning via Self-SupervisionCode0
Understanding the Under-Coverage Bias in Uncertainty Estimation—0
Quantum Speedup of Natural Gradient for Variational Bayes—0
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random FeaturesCode0
Curiously Effective Features for Image Quality PredictionCode0
Learning Nonparametric Volterra Kernels with Gaussian ProcessesCode0
5G MIMO Data for Machine Learning: Application to Beam-Selection using Deep Learning—0
On the Use of Minimum Penalties in Statistical Learning—0
Inference for Network Regression Models with Community Structure—0
Learning Functional Priors and Posteriors from Data and Physics—0
Predicting the Popularity of Reddit Posts with AI—0
Automation for Interpretable Machine Learning Through a Comparison of Loss Functions to Regularisers—0
DMIDAS: Deep Mixed Data Sampling Regression for Long Multi-Horizon Time Series Forecasting—0
Stateful Strategic Regression—0
AI without networks—0
Statistical Inference for High-Dimensional Linear Regression with Blockwise Missing DataCode0
Can a single neuron learn predictive uncertainty?Code0
How to Evaluate Uncertainty Estimates in Machine Learning for Regression?—0
Pointwise visual field estimation from optical coherence tomography in glaucoma: a structure-function analysis using deep learning—0
RegMix: Data Mixing Augmentation for Regression—0
Learning a performance metric of Buchberger's algorithmCode0
Linear Rescaling to Accurately Interpret Logarithms—0
The Fine-Grained Hardness of Sparse Linear Regression—0
Adiabatic Quantum Feature Selection for Sparse Linear Regression—0
COVID-19 cases prediction using regression and novel SSM model for non-converged countries—0
Out-of-Distribution Generalization in Kernel RegressionCode0
Credit spread approximation and improvement using random forest regression—0
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence—0
Linear regression with partially mismatched data: local search with theoretical guarantees—0
Gaussian Processes on Hypergraphs—0
Gradient Boosted Binary Histogram Ensemble for Large-scale Regression—0
Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning—0
Bayesian Inference for Gamma Models—0
Three-dimensional Epanechnikov mixture regression in image coding—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