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regression

Papers

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Showing 4401–4450 of 9424 papers

TitleStatusHype
Sparse Bayesian Learning via Stepwise RegressionCode1
Neural Symbolic Regression that ScalesCode1
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random FeaturesCode0
Simplifying Deep Reinforcement Learning via Self-SupervisionCode0
Scalable Variational Gaussian Processes via Harmonic Kernel DecompositionCode1
Quantum Speedup of Natural Gradient for Variational Bayes—0
Learning Nonparametric Volterra Kernels with Gaussian ProcessesCode0
Understanding the Under-Coverage Bias in Uncertainty Estimation—0
Curiously Effective Features for Image Quality PredictionCode0
Key Information Extraction From Documents: Evaluation And GeneratorCode1
5G MIMO Data for Machine Learning: Application to Beam-Selection using Deep Learning—0
On the Use of Minimum Penalties in Statistical Learning—0
Predicting the Popularity of Reddit Posts with AI—0
Learning Functional Priors and Posteriors from Data and Physics—0
Unbalanced Optimal Transport through Non-negative Penalized Linear RegressionCode1
Inference for Network Regression Models with Community Structure—0
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationCode1
DMIDAS: Deep Mixed Data Sampling Regression for Long Multi-Horizon Time Series Forecasting—0
Wide-Baseline Relative Camera Pose Estimation with Directional LearningCode1
Can a single neuron learn predictive uncertainty?Code0
AI without networks—0
RegMix: Data Mixing Augmentation for Regression—0
Multivariate Probabilistic Regression with Natural Gradient BoostingCode2
Statistical Inference for High-Dimensional Linear Regression with Blockwise Missing DataCode0
Automation for Interpretable Machine Learning Through a Comparison of Loss Functions to Regularisers—0
Stateful Strategic Regression—0
How to Evaluate Uncertainty Estimates in Machine Learning for Regression?—0
Learning a performance metric of Buchberger's algorithmCode0
Pointwise visual field estimation from optical coherence tomography in glaucoma: a structure-function analysis using deep learning—0
The Fine-Grained Hardness of Sparse Linear Regression—0
Linear Rescaling to Accurately Interpret Logarithms—0
SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and ReconstructionCode1
COVID-19 cases prediction using regression and novel SSM model for non-converged countries—0
Credit spread approximation and improvement using random forest regression—0
Adiabatic Quantum Feature Selection for Sparse Linear Regression—0
Out-of-Distribution Generalization in Kernel RegressionCode0
Materials Representation and Transfer Learning for Multi-Property PredictionCode1
Minimax Optimal Regression over Sobolev Spaces via Laplacian Regularization on Neighborhood Graphs—0
Linear regression with partially mismatched data: local search with theoretical guarantees—0
Three-dimensional Epanechnikov mixture regression in image coding—0
Bayesian Inference for Gamma Models—0
The Earth Mover's Pinball Loss: Quantiles for Histogram-Valued RegressionCode0
Gradient Boosted Binary Histogram Ensemble for Large-scale Regression—0
Gaussian Processes on Hypergraphs—0
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence—0
Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning—0
Machine learning models for DOTA 2 outcomes predictionCode1
Probabilistic Gradient Boosting Machines for Large-Scale Probabilistic RegressionCode1
OctoPath: An OcTree Based Self-Supervised Learning Approach to Local Trajectory Planning for Mobile Robots—0
Field Estimation using Robotic Swarms through Bayesian Regression and Mean-Field Feedback—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