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regression

Papers

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Showing 401–450 of 9424 papers

TitleStatusHype
Gaussian Process Regression With Interpretable Sample-Wise Feature WeightsCode1
Adversarial Weighting for Domain Adaptation in RegressionCode1
Gemini: Dynamic Bias Correction for Autonomous Experimentation and Molecular SimulationCode1
Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio EstimationCode1
Bayesian Graph Neural Networks for Molecular Property PredictionCode1
Generative and Contrastive Self-Supervised Learning for Graph Anomaly DetectionCode1
Bayesian Optimization of Catalysis With In-Context LearningCode1
Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensemblesCode1
Global Precipitation Nowcasting of Integrated Multi-satellitE Retrievals for GPM: A U-Net Convolutional LSTM ArchitectureCode1
Bayesian Additive Regression NetworksCode1
BARMPy: Bayesian Additive Regression Models Python PackageCode1
Gradient Boosting Neural Networks: GrowNetCode1
Graph Kernels: State-of-the-Art and Future ChallengesCode1
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message PassingCode1
Bayesian Additive Regression Trees with Model TreesCode1
Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning ModelCode1
Bayesian Variable Selection in a Million DimensionsCode1
AWR: Adaptive Weighting Regression for 3D Hand Pose EstimationCode1
Backdoor Attacks on Crowd CountingCode1
Healing Products of Gaussian ProcessesCode1
Heatmap Regression via Randomized RoundingCode1
Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging DataCode1
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback LoopCode1
High-Speed Tracking with Kernelized Correlation FiltersCode1
A flexible empirical Bayes approach to multiple linear regression and connections with penalized regressionCode1
HNeRV: A Hybrid Neural Representation for VideosCode1
How Far I'll Go: Offline Goal-Conditioned Reinforcement Learning via f-Advantage RegressionCode1
How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?Code1
A Framework and Benchmark for Deep Batch Active Learning for RegressionCode1
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationCode1
Automatically identifying ordinary differential equations from dataCode1
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion AutoencoderCode1
Activating Self-Attention for Multi-Scene Absolute Pose RegressionCode1
Hyperparameter optimization in deep multi-target predictionCode1
Automated Explanation of Machine Learning Models of Footballing Actions in WordsCode1
IEBins: Iterative Elastic Bins for Monocular Depth EstimationCode1
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression TasksCode1
Implicit Manifold Gaussian Process RegressionCode1
Improving Conditional Coverage via Orthogonal Quantile RegressionCode1
Improving Deep Regression with Ordinal EntropyCode1
Improving Generalizability of Fake News Detection Methods using Propensity Score MatchingCode1
Improving KernelSHAP: Practical Shapley Value Estimation via Linear RegressionCode1
Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Mayo Endoscopic Score by Using Regression-Based Deep LearningCode1
Improving Zero-Shot Models with Label Distribution PriorsCode1
Inferring networks from time series: a neural approachCode1
Information-Theoretic DiffusionCode1
Auto-Encoding Score Distribution Regression for Action Quality AssessmentCode1
AgeFlow: Conditional Age Progression and Regression with Normalizing FlowsCode1
Active Learning for Computationally Efficient Distribution of Binary Evolution SimulationsCode1
Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data ModalitiesCode1
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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