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regression

Papers

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Showing 4626–4650 of 9424 papers

TitleStatusHype
Learning-Based Nonlinear H^ Control via Game-Theoretic Differential Dynamic Programming—0
The Bayesian Learning Rule—0
Batch Inverse-Variance Weighting: Deep Heteroscedastic Regression—0
The unreasonable effectiveness of optimal transport in economics—0
A Dataset and Method for Hallux Valgus Angle Estimation Based on Deep Learing—0
Adaptive Stress Testing for Adversarial Learning in a Financial Environment—0
Scaling Gaussian Processes with Derivative Information Using Variational Inference—0
Identification and Adaptation with Binary-Valued Observations under Non-Persistent Excitation Condition—0
Harnessing Heterogeneity: Learning from Decomposed Feedback in Bayesian Modeling—0
Robust Variable Selection and Estimation Via Adaptive Elastic Net S-Estimators for Linear RegressionCode0
Coastal water quality prediction based on machine learning with feature interpretation and spatio-temporal analysis—0
Probabilistic partition of unity networks: clustering based deep approximation—0
Dynamic Ordered Panel Logit Models—0
Weighted Gaussian Process Bandits for Non-stationary Environments—0
T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on GraphsCode0
EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal DataCode0
An Inverse QSAR Method Based on Linear Regression and Integer Programming—0
Identification of Dynamical Systems using Symbolic Regression—0
UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised LearningCode0
Multivariate functional group sparse regression: functional predictor selectionCode0
Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination—0
Meta-learning Amidst Heterogeneity and AmbiguityCode0
Near-optimal inference in adaptive linear regression—0
Inferring the Structure of Ordinary Differential Equations—0
Autoencoder based Randomized Learning of Feedforward Neural Networks for Regression—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