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regression

Papers

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Showing 4301–4350 of 9424 papers

TitleStatusHype
Data-driven HVAC Control Using Symbolic Regression: Design and Implementation—0
Improved motion correction for functional MRI using an omnibus regression model—0
Improved PAC-Bayesian Bounds for Linear Regression—0
Improved Point Estimation for the Rayleigh Regression Model—0
Improved prediction of soil properties with Multi-target Stacked Generalisation on EDXRF spectra—0
Improved prediction rule ensembling through model-based data generation—0
Data-Driven Constitutive Relation Reveals Scaling Law for Hydrodynamic Transport Coefficients—0
Improved Text Classification of Long-term Care Materials—0
Data-driven Optimal Cost Selection for Distributionally Robust Optimization—0
Improve Generalization Ability of Deep Wide Residual Network with A Suitable Scaling Factor—0
Data-driven PDE discovery with evolutionary approach—0
Data Aggregation for Reducing Training Data in Symbolic Regression—0
Improve SAT-solving with Machine Learning—0
Improving Adaptivity via Over-Parameterization in Sequence Models—0
epBRM: Improving a Quality of 3D Object Detection using End Point Box Regression Module—0
Improving Cardiovascular Disease Prediction Through Comparative Analysis of Machine Learning Models: A Case Study on Myocardial Infarction—0
Improving Causal Effect Estimation of Weighted RegressionBased Estimator using Neural Networks—0
Data-Driven Prediction Model of Components Shift during Reflow Process in Surface Mount Technology—0
Asymmetric kernel in Gaussian Processes for learning target variance—0
A Symbolic Regression Method for Dynamic Modeling and Control of Quadrotor UAVs—0
Asymptotic learning curves of kernel methods: empirical data v.s. Teacher-Student paradigm—0
Adaptive Bayesian Linear Regression for Automated Machine Learning—0
Implicitly Constrained Gaussian Process Regression for Monocular Non-Rigid Pose Estimation—0
A Kernelizable Primal-Dual Formulation of the Multilinear Singular Value Decomposition—0
Data-driven Small-signal Modeling for Converter-based Power Systems—0
Asymptotic normality and confidence intervals for derivatives of 2-layers neural network in the random features model—0
Improving Implicit Regularization of SGD with Preconditioning for Least Square Problems—0
Inferring Change Points in High-Dimensional Regression via Approximate Message Passing—0
Data-driven surrogate modelling and benchmarking for process equipment—0
Inferring Outcome Means of Exponential Family Distributions Estimated by Deep Neural Networks—0
Improving Naive Bayes for Regression with Optimised Artificial Surrogate Data—0
Improving Nonparametric Classification via Local Radial Regression with an Application to Stock Prediction—0
Data Mining using Unguided Symbolic Regression on a Blast Furnace Dataset—0
Improving One-Shot Learning through Fusing Side Information—0
Infinite Mixtures of Multivariate Gaussian Processes—0
Position Bias Estimation with Item Embedding for Sparse Dataset—0
Implicit Bias of Gradient Descent for Logistic Regression at the Edge of Stability—0
Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion—0
Implicit Bias and Fast Convergence Rates for Self-attention—0
Improving pronunciation assessment via ordinal regression with anchored reference samples—0
Improving Random Forests by Smoothing—0
Dataset Meta-Learning from Kernel Ridge-Regression—0
Improving Regression-based Event Study Analysis Using a Topological Machine-learning Method—0
Improving Regression Performance with Distributional Losses—0
CRUDE: Calibrating Regression Uncertainty Distributions Empirically—0
Reliable Neural Networks for Regression Uncertainty Estimation—0
Improving Robustness for Pose Estimation via Stable Heatmap Regression—0
Implementing Randomized Matrix Algorithms in Parallel and Distributed Environments—0
Data Summarization via Bilevel Optimization—0
Implementing Fair Regression In The Real World—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