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regression

Papers

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Showing 1251–1300 of 9424 papers

TitleStatusHype
Sample Efficient Robot Learning in Supervised Effect Prediction Tasks—0
Benchmarking symbolic regression constant optimization schemes—0
Spatial Conformal Inference through Localized Quantile Regression—0
A Note on Estimation Error Bound and Grouping Effect of Transfer Elastic Net—0
Iterative Distributed Multinomial RegressionCode0
Representation and Regression Problems in Neural Networks: Relaxation, Generalization, and Numerics—0
Locally robust semiparametric estimation of sample selection models without exclusion restrictions—0
Thermal Vision: Pioneering Non-Invasive Temperature Tracking in Congested Spaces—0
Contextual Bandits in Payment Processing: Non-uniform Exploration and Supervised Learning at Adyen—0
Density-Calibrated Conformal Quantile Regression—0
Nonparametric Instrumental Regression via Kernel Methods is Minimax Optimal—0
Average-Over-Time Spiking Neural Networks for Uncertainty Estimation in Regression—0
Transfer Learning for High-dimensional Quantile Regression with Distribution Shift—0
Aggregating Data for Optimal and Private Learning—0
Demographic Predictability in 3D CT Foundation EmbeddingsCode0
Electricity Price Prediction Using Multi-Kernel Gaussian Process Regression Combined with Kernel-Based Support Vector Regression—0
Intrinsic Wrapped Gaussian Process Regression Modeling for Manifold-valued Response Variable—0
ETSM: Automating Dissection Trajectory Suggestion and Confidence Map-Based Safety Margin Prediction for Robot-assisted Endoscopic Submucosal Dissection—0
Ridge Regression for Manifold-valued Time-Series with Application to Meteorological Forecast—0
End-to-End Steering for Autonomous Vehicles via Conditional Imitation Co-Learning—0
Evaluating Rank-N-Contrast: Continuous and Robust Representations for Regression—0
Effective Non-Random Extreme Learning MachineCode0
LDACP: Long-Delayed Ad Conversions Prediction Model for Bidding Strategy—0
Symmetric Perception and Ordinal Regression for Detecting Scoliosis Natural Image—0
Quantile deep learning models for multi-step ahead time series predictionCode0
Enhancing Symbolic Regression and Universal Physics-Informed Neural Networks with Dimensional Analysis—0
Understanding LLM Embeddings for Regression—0
Gradient-based optimization for variational empirical Bayes multiple regressionCode0
Uncertainty-Aware Regression for Socio-Economic Estimation via Multi-View Remote SensingCode0
A Comparison of Machine Learning Algorithms for Predicting Sea Surface Temperature in the Great Barrier Reef Region—0
Differentially Private Learning Beyond the Classical Dimensionality Regime—0
Transformer Neural Processes -- Kernel Regression—0
Auto-Evaluation with Few Labels through Post-hoc Regression—0
Attribute Inference Attacks for Federated Regression TasksCode0
AsynEIO: Asynchronous Monocular Event-Inertial Odometry Using Gaussian Process Regression—0
Debiased Regression for Root-N-Consistent Conditional Mean Estimation—0
Interpretation of High-Dimensional Regression Coefficients by Comparison with Linearized Compressing Features—0
BALI: Learning Neural Networks via Bayesian Layerwise Inference—0
Learning Differentiable Surrogate Losses for Structured Prediction—0
DeforHMR: Vision Transformer with Deformable Cross-Attention for 3D Human Mesh Recovery—0
SeqProFT: Applying LoRA Finetuning for Sequence-only Protein Property Predictions—0
Machine Learning Algorithms to Assess Site Closure Time Frames for Soil and Groundwater ContaminationCode0
Hybrid deep additive neural networks—0
Conditional regression for the Nonlinear Single-Variable Model—0
LG-Gaze: Learning Geometry-aware Continuous Prompts for Language-Guided Gaze Estimation—0
Oblique Bayesian additive regression trees—0
Kernel-based retrieval models for hyperspectral image data optimized with Kernel Flows—0
Impact of R&D and AI Investments on Economic Growth and Credit Rating—0
A Note on Doubly Robust Estimator in Regression Discontinuity Designs—0
Evidential time-to-event prediction with calibrated uncertainty quantification—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