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regression

Papers

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Showing 8301–8350 of 9424 papers

TitleStatusHype
Local Linear ForestsCode0
Visualizing the decision-making process in deep neural decision forestCode0
AlignIQL: Policy Alignment in Implicit Q-Learning through Constrained OptimizationCode0
Dual-sPLS: a family of Dual Sparse Partial Least Squares regressions for feature selection and prediction with tunable sparsity; evaluation on simulated and near-infrared (NIR) dataCode0
AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal EmbeddingsCode0
Bayesian Inference Gaussian Process Multiproxy Alignment of Continuous Signals (BIGMACS): Applications for PaleoceanographyCode0
Dually Supervised Feature Pyramid for Object Detection and SegmentationCode0
On Low-rank Trace Regression under General Sampling DistributionCode0
BrainZ-BP: A Non-invasive Cuff-less Blood Pressure Estimation Approach Leveraging Brain Bio-impedance and ElectrocardiogramCode0
Uncertainty Quantification for Local Model Explanations Without Model AccessCode0
Uncertainty in Real-Time Semantic Segmentation on Embedded SystemsCode0
Free Discontinuity Regression: With an Application to the Economic Effects of Internet ShutdownsCode0
Uncertainty Measures and Prediction Quality Rating for the Semantic Segmentation of Nested Multi Resolution Street Scene ImagesCode0
Transformers are Expressive, But Are They Expressive Enough for Regression?Code0
360^o Surface Regression with a Hyper-Sphere LossCode0
Local Prediction-Powered InferenceCode0
Single-Model Uncertainties for Deep LearningCode0
Local primordial non-Gaussianity from the large-scale clustering of photometric DESI luminous red galaxiesCode0
Converting High-Dimensional Regression to High-Dimensional Conditional Density EstimationCode0
Contrastive Visual-Linguistic PretrainingCode0
Sample Selection via Contrastive Fragmentation for Noisy Label RegressionCode0
Local Regression Distribution EstimatorsCode0
Linear and Quadratic Discriminant Analysis: TutorialCode0
Quantile Causal DiscoveryCode0
Quantile deep learning models for multi-step ahead time series predictionCode0
On Optimal Interpolation In Linear RegressionCode0
Bayesian Active Learning By Distribution DisagreementCode0
Variational AutoEncoder For Regression: Application to Brain Aging AnalysisCode0
Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization PerspectiveCode0
Locate, Size and Count: Accurately Resolving People in Dense Crowds via DetectionCode0
Contour-Aware Equipotential Learning for Semantic SegmentationCode0
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal RegressionCode0
The Projected Covariance Measure for assumption-lean variable significance testingCode0
Quantile Regression for Distributional Reward Models in RLHFCode0
FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single ImageCode0
On pseudo-absence generation and machine learning for locust breeding ground prediction in AfricaCode0
Sampling Requirements and Accelerated Schemes for Sparse Linear Regression with Orthogonal Least-SquaresCode0
Logistic-beta processes for dependent random probabilities with beta marginalsCode0
Full reference point cloud quality assessment using support vector regressionCode0
Sparsistent Model DiscoveryCode0
Sasaki Metric for Spline Models of Manifold-Valued TrajectoriesCode0
Fully Bayesian Logistic Regression with Hyper-Lasso Priors for High-dimensional Feature SelectionCode0
Dual Instrumental Variable RegressionCode0
Satellite Pose Estimation with Deep Landmark Regression and Nonlinear Pose RefinementCode0
DS-MLR: Exploiting Double Separability for Scaling up Distributed Multinomial Logistic RegressionCode0
Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation MaximizationCode0
On Regression in Extreme RegionsCode0
The Quo Vadis submission at Traffic4cast 2019Code0
Functional data learning using convolutional neural networksCode0
Functional Factor Regression with an Application to Electricity Price Curve ModelingCode0
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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