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regression

Papers

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Showing 8901–8950 of 9424 papers

TitleStatusHype
Time Series Prediction for Graphs in Kernel and Dissimilarity SpacesCode0
Differentially Private Bootstrap: New Privacy Analysis and Inference StrategiesCode0
AutoLearn - Automated Feature Generation and SelectionCode0
Hybrid system identification using switching density networksCode0
Semi-Supervised Regression with Co-TrainingCode0
Model interpretation using improved local regression with variable importanceCode0
Statistical Inference using the Morse-Smale ComplexCode0
Autofocused oracles for model-based designCode0
Differentially Private Bayesian Linear RegressionCode0
Modelling Association Football Scores and Inefficiencies in the Football Betting MarketCode0
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data LandscapesCode0
Imitating from auxiliary imperfect demonstrations via Adversarial Density Weighted RegressionCode0
Partial-Label RegressionCode0
Statistical Inference for High-Dimensional Linear Regression with Blockwise Missing DataCode0
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric LaplaciansCode0
Differentiable Optimization of Similarity Scores Between Models and BrainsCode0
Dictionary-based Manifold LearningCode0
Hyperparameter optimization with approximate gradientCode0
Using Forests in Multivariate Regression Discontinuity DesignsCode0
Approximate Inference for Fully Bayesian Gaussian Process RegressionCode0
Hyper-Process Model: A Zero-Shot Learning algorithm for Regression Problems based on Shape AnalysisCode0
Partially-Shared Variational Auto-encoders for Unsupervised Domain Adaptation with Target ShiftCode0
Temporal Convolutional Neural Networks for Diagnosis from Lab TestsCode0
Regression Under Human AssistanceCode0
Modelling stellar activity with Gaussian process regression networksCode0
Hyperspherical Prototype NetworksCode0
Diagnostic Tool for Out-of-Sample Model EvaluationCode0
Partial Trace Regression and Low-Rank Kraus DecompositionCode0
Regression via Arbitrary Quantile ModelingCode0
Modelling with Discretized VariablesCode0
Model Optimization in Imbalanced RegressionCode0
Particle Mean Field Variational BayesCode0
Regression via Implicit Models and Optimal Transport Cost MinimizationCode0
Diagnosing COVID-19 Severity from Chest X-Ray Images Using ViT and CNN ArchitecturesCode0
Approximate Cross-validated Mean Estimates for Bayesian Hierarchical Regression ModelsCode0
Partitioning Structure Learning for Segmented Linear Regression TreesCode0
PASS-GLM: polynomial approximate sufficient statistics for scalable Bayesian GLM inferenceCode0
Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networksCode0
Boosting CNN-based primary quantization matrix estimation of double JPEG images via a classification-like architectureCode0
Pathological Regularization Regimes in Classification TasksCode0
Acquiring a Formality-Informed Lexical Resource for Style AnalysisCode0
Identification, Interpretability, and Bayesian Word EmbeddingsCode0
Identification, Interpretability, and Bayesian Word EmbeddingsCode0
Survival Regression with Proper Scoring Rules and Monotonic Neural NetworksCode0
Pathwise CVA Regressions With Oversimulated DefaultsCode0
Pathwise Derivatives Beyond the Reparameterization TrickCode0
Understanding the 2016 US Presidential Election using ecological inference and distribution regression with census microdataCode0
Tensor-based algorithms for image classificationCode0
Spectral Bias and Task-Model Alignment Explain Generalization in Kernel Regression and Infinitely Wide Neural NetworksCode0
Identifying Causal Effects using Instrumental Time Series: Nuisance IV and Correcting for the PastCode0
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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