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regression

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Showing 7401–7425 of 9424 papers

TitleStatusHype
Optimal Distributed Learning with Multi-pass Stochastic Gradient Methods—0
Accurate Uncertainties for Deep Learning Using Calibrated RegressionCode0
Nonconvex Optimization for Regression with Fairness ConstraintsCode0
The Well-Tempered Lasso—0
CRVI: Convex Relaxation for Variational Inference—0
An Iterative, Sketching-based Framework for Ridge Regression—0
Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information—0
Leveraging Well-Conditioned Bases: Streaming and Distributed Summaries in Minkowski p-Norms—0
Probabilistic Bisection with Spatial Metamodels—0
Fully Nonparametric Bayesian Additive Regression Trees—0
Spatiotemporal Prediction of Ambulance Demand using Gaussian Process Regression—0
Single Index Latent Variable Models for Network Topology Inference—0
Contextual bandits with surrogate losses: Margin bounds and efficient algorithms—0
Uncoupled isotonic regression via minimum Wasserstein deconvolution—0
Comment on: Decomposition of structural learning about directed acyclic graphs [1]—0
Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees—0
Dropout-based Active Learning for Regression—0
Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting DistributionCode0
Manifold Structured Prediction—0
Conditional Sparse _p-norm Regression With Optimal Probability—0
EMPHASIS: An Emotional Phoneme-based Acoustic Model for Speech Synthesis System—0
On monitoring development indicators using high resolution satellite images—0
Does data interpolation contradict statistical optimality?—0
Person Re-Identification in Identity Regression Space—0
Overlapping Sliced Inverse Regression for Dimension Reduction—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