SOTAVerified

regression

Papers

Showing 14011450 of 9424 papers

TitleStatusHype
Flexible Heteroscedastic Count Regression with Deep Double Poisson NetworksCode0
Fluid Viscosity Prediction Leveraging Computer Vision and Robot InteractionCode0
Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation MaximizationCode0
Analysing the Behaviour of Tree-Based Neural Networks in Regression TasksCode0
DOLDA - a regularized supervised topic model for high-dimensional multi-class regressionCode0
Formal Verification of Unknown Dynamical Systems via Gaussian Process RegressionCode0
Domain Generalization by Functional RegressionCode0
DL-Reg: A Deep Learning Regularization Technique using Linear RegressionCode0
BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained DomainCode0
Fully Bayesian Logistic Regression with Hyper-Lasso Priors for High-dimensional Feature SelectionCode0
Functional data learning using convolutional neural networksCode0
DoGR: Disaggregated Gaussian Regression for Reproducible Analysis of Heterogeneous DataCode0
Double Cross-fit Doubly Robust Estimators: Beyond Series RegressionCode0
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine LearningCode0
An ensemble meta-estimator to predict source code testabilityCode0
Fuzzy Bayesian LearningCode0
Adjusting Regression Models for Conditional Uncertainty CalibrationCode0
Dually Supervised Feature Pyramid for Object Detection and SegmentationCode0
Distribution Regression in Duration Analysis: an Application to Unemployment SpellsCode0
Distribution-Free Predictive Inference For RegressionCode0
Distribution Regression with Sliced Wasserstein KernelsCode0
Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernelsCode0
Distributional Reinforcement Learning with Quantile RegressionCode0
BART: Bayesian additive regression treesCode0
Disturbing Target Values for Neural Network RegularizationCode0
Generalization Error of Generalized Linear Models in High DimensionsCode0
Binscatter RegressionsCode0
An algorithm-based multiple detection influence measure for high dimensional regression using expectileCode0
Distributional Refinement Network: Distributional Forecasting via Deep LearningCode0
Generalized Concomitant Multi-Task Lasso for sparse multimodal regressionCode0
Distributionally Robust Policy Evaluation under General Covariate Shift in Contextual BanditsCode0
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble ForecastsCode0
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out CodesCode0
Generating Unbiased Pseudo-labels via a Theoretically Guaranteed Chebyshev Constraint to Unify Semi-supervised Classification and RegressionCode0
BitHEP -- The Limits of Low-Precision ML in HEPCode0
Distributed Time-Varying Gaussian Regression via Kalman FilteringCode0
Distributed Semi-supervised Fuzzy Regression with Interpolation Consistency RegularizationCode0
Black-Box Batch Active Learning for RegressionCode0
Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable ModelsCode0
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT ScansCode0
Bandwidth Selection for Gaussian Kernel Ridge Regression via Jacobian ControlCode0
Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest MonitoringCode0
A Boundary Regression Model for Nested Named Entity RecognitionCode0
Distributed linear regression by averagingCode0
Distributed Multivariate Regression Modeling For Selecting Biomarkers Under Data Protection ConstraintsCode0
Distributional Adaptive Soft Regression TreesCode0
Band-gap regression with architecture-optimized message-passing neural networksCode0
Distributed Coordinate Descent for L1-regularized Logistic RegressionCode0
Distributed Function Minimization in Apache SparkCode0
Counterfactual reasoning: an analysis of in-context emergenceCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified