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regression

Papers

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Showing 8501–8550 of 9424 papers

TitleStatusHype
Synthetic Data for Text Localisation in Natural ImagesCode0
Spectral Representation for Causal Estimation with Hidden ConfoundersCode0
Bagging, optimized dynamic mode decomposition (BOP-DMD) for robust, stable forecasting with spatial and temporal uncertainty-quantificationCode0
Braced Fourier Continuation and Regression for Anomaly DetectionCode0
Conformal Thresholded Intervals for Efficient RegressionCode0
Generating Unbiased Pseudo-labels via a Theoretically Guaranteed Chebyshev Constraint to Unify Semi-supervised Classification and RegressionCode0
Backtracking Regression Forests for Accurate Camera RelocalizationCode0
Opposite neighborhood: a new method to select reference points of minimal learning machinesCode0
OpReg-Boost: Learning to Accelerate Online Algorithms with Operator RegressionCode0
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out CodesCode0
Synthetic data generation method for data-free knowledge distillation in regression neural networksCode0
Optimal Activation Functions for the Random Features Regression ModelCode0
Manifold-Aware Self-Training for Unsupervised Domain Adaptation on Regressing 6D Object PoseCode0
Manifold Gaussian Processes for RegressionCode0
Disturbing Target Values for Neural Network RegularizationCode0
Manifold-regression to predict from MEG/EEG brain signals without source modelingCode0
Optimal algorithms for smooth and strongly convex distributed optimization in networksCode0
Distribution Regression with Sliced Wasserstein KernelsCode0
Learning Instrumental Variable from Data Fusion for Treatment Effect EstimationCode0
Geodesic Density Regression for Correcting 4DCT Pulmonary Respiratory Motion ArtifactsCode0
Geodesic Regression Characterizes 3D Shape Changes in the Female Brain During MenstruationCode0
GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report GenerationCode0
Rates of Convergence for Sparse Variational Gaussian Process RegressionCode0
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose EstimationCode0
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression LearningCode0
Manipulation-Robust Regression Discontinuity DesignsCode0
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural NetworksCode0
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity DesignsCode0
Synthetic Dataset Generation of Driver TelematicsCode0
Mapping distributional to model-theoretic semantic spaces: a baselineCode0
Geometric Loss Functions for Camera Pose Regression with Deep LearningCode0
Geometry- and Accuracy-Preserving Random Forest ProximitiesCode0
Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution OperatorCode0
Geometry-Aware Instrumental Variable RegressionCode0
Geometry-Aware Maximum Likelihood Estimation of Intrinsic DimensionCode0
Active Learning for Manifold Gaussian Process RegressionCode0
Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest MonitoringCode0
GFN-SR: Symbolic Regression with Generative Flow NetworksCode0
ggRandomForests: Visually Exploring a Random Forest for RegressionCode0
RCR: Robust Compound Regression for Robust Estimation of Errors-in-Variables ModelCode0
Distribution Regression in Duration Analysis: an Application to Unemployment SpellsCode0
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial EquationsCode0
GINTRIP: Interpretable Temporal Graph Regression using Information bottleneck and Prototype-based methodCode0
Distribution-Free Predictive Inference For RegressionCode0
Re3 : Real-Time Recurrent Regression Networks for Visual Tracking of Generic ObjectsCode0
Projected random forests and conformal prediction of circular dataCode0
Distributional Reinforcement Learning with Quantile RegressionCode0
Optimal Contextual Bandits with Knapsacks under Realizability via Regression OraclesCode0
Are the confidence scores of reviewers consistent with the review content? Evidence from top conference proceedings in AICode0
SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment ScansCode0
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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