SOTAVerified

regression

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5126–5150 of 9424 papers

TitleStatusHype
On the Discovery of Feature Importance Distribution: An Overlooked AreaCode0
Dataset Meta-Learning from Kernel-Ridge Regression—0
Meta Gradient Boosting Neural Networks—0
Removing the Bias of Integral Pose Regression—0
On Single-environment Extrapolations in Graph Classification and Regression Tasks—0
Joint Learning of Full-structure Noise in Hierarchical Bayesian Regression ModelsCode0
Differentiable Programming for Piecewise Polynomial Functions—0
Optimal allocation of data across training tasks in meta-learning—0
Variational Deterministic Uncertainty Quantification—0
The Impact of the Mini-batch Size on the Dynamics of SGD: Variance and Beyond—0
QRGAN: Quantile Regression Generative Adversarial Networks—0
Generalized Shuffled Linear Regression—0
Bayesian Context Aggregation for Neural Processes—0
Normalizing Flows for Calibration and Recalibration—0
Hellinger Distance Constrained Regression—0
Discriminating Homonymy from Polysemy in Wordnets: English, Spanish and Polish Nouns—0
Quantile Regularization : Towards Implicit Calibration of Regression Models—0
Sparse Recovery via Bootstrapping: Collaborative or Independent?—0
Median DC for Sign Recovery: Privacy can be Achieved by Deterministic Algorithms—0
B-SMALL: A Bayesian Neural Network approach to Sparse Model-Agnostic Meta-LearningCode0
Predictive Uncertainty in Deep Object Detectors: Estimation and Evaluation—0
Incremental few-shot learning via vector quantization in deep embedded space—0
Batch Inverse-Variance Weighting: Deep Heteroscedastic Regression using Privileged Information—0
ChePAN: Constrained Black-Box Uncertainty Modelling with Quantile Regression—0
Semi-supervised regression with skewed data via adversarially forcing the distribution of predicted values—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