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regression

Papers

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Showing 4901–4925 of 9424 papers

TitleStatusHype
Semi-supervised regression with skewed data via adversarially forcing the distribution of predicted values—0
Knowledge distillation via softmax regression representation learning—0
Predictive Uncertainty in Deep Object Detectors: Estimation and Evaluation—0
Deep Repulsive Clustering of Ordered Data Based on Order-Identity Decomposition—0
Learning What Not to Model: Gaussian Process Regression with Negative Constraints—0
Differentiable Programming for Piecewise Polynomial Functions—0
Normalizing Flows for Calibration and Recalibration—0
The Impact of the Mini-batch Size on the Dynamics of SGD: Variance and Beyond—0
A Bayesian-Symbolic Approach to Learning and Reasoning for Intuitive Physics—0
On Single-environment Extrapolations in Graph Classification and Regression Tasks—0
Optimal allocation of data across training tasks in meta-learning—0
On the Discovery of Feature Importance Distribution: An Overlooked AreaCode0
Meta Gradient Boosting Neural Networks—0
A framework for learned sparse sketches—0
Dataset Meta-Learning from Kernel-Ridge Regression—0
Batch Inverse-Variance Weighting: Deep Heteroscedastic Regression using Privileged Information—0
Sparse Recovery via Bootstrapping: Collaborative or Independent?—0
Variational Deterministic Uncertainty Quantification—0
Joint Learning of Full-structure Noise in Hierarchical Bayesian Regression ModelsCode0
Hellinger Distance Constrained Regression—0
Regression from Upper One-side Labeled Data—0
QRGAN: Quantile Regression Generative Adversarial Networks—0
Median DC for Sign Recovery: Privacy can be Achieved by Deterministic Algorithms—0
Breaking Ties: Regression Discontinuity Design Meets Market Design—0
Boarding House Renting Price Prediction Using Deep Neural Network Regression on Mobile AppsCode0
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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