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regression

Papers

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Showing 2251–2300 of 9424 papers

TitleStatusHype
Sparse Linear Regression with Constraints: A Flexible Entropy-based Framework—0
The Hyperdimensional Transform for Distributional Modelling, Regression and ClassificationCode0
On semi-supervised estimation using exponential tilt mixture models—0
Estimating Conditional Value-at-Risk with Nonstationary Quantile Predictive Regression Models—0
Counterfactual Explanation for Regression via Disentanglement in Latent Space—0
A Gaussian Process Based Method with Deep Kernel Learning for Pricing High-dimensional American Options—0
Incremento del precio de los combustibles y su incidencia en los productos de la canasta basica del canton el triunfo, provincia del guayas—0
MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation FunctionsCode0
Uncertainty estimation of machine learning spatial precipitation predictions from satellite data—0
Robust Regression over Averaged Uncertainty—0
Anchor Data AugmentationCode0
2D Image head pose estimation via latent space regression under occlusion settingsCode0
Symbolic Regression as Feature Engineering Method for Machine and Deep Learning Regression Tasks—0
Meta-learning of semi-supervised learning from tasks with heterogeneous attribute spaces—0
Regression with Cost-based Rejection—0
Determination of toxic comments and unintended model bias minimization using Deep learning approachCode0
Unbiased Kinetic Langevin Monte Carlo with Inexact Gradients—0
Computing Approximate _p Sensitivities—0
CeCNN: Copula-enhanced convolutional neural networks in joint prediction of refraction error and axial length based on ultra-widefield fundus imagesCode0
CATE Estimation With Potential Outcome Imputation From Local Regression—0
On regularized polynomial functional regression—0
Optimal Estimation Methodologies for Panel Data Regression Models—0
Sample Complexity of Linear Regression Models for Opinion Formation in NetworksCode0
Uncertainty Quantification in Multivariable Regression for Material Property Prediction with Bayesian Neural NetworksCode0
Predicting Ground Reaction Force from Inertial Sensors—0
Mobile Internet Quality Estimation using Self-Tuning Kernel Regression—0
Forecasting Post-Wildfire Vegetation Recovery in California using a Convolutional Long Short-Term Memory Tensor Regression Network—0
Changing the Kernel During Training Leads to Double Descent in Kernel RegressionCode0
Active Exploration in Iterative Gaussian Process Regression for Uncertainty Modeling in Autonomous Racing—0
Regularized Linear Regression for Binary Classification—0
Bayesian Quantile Regression with Subset Selection: A Decision Analysis Perspective—0
Generating Unbiased Pseudo-labels via a Theoretically Guaranteed Chebyshev Constraint to Unify Semi-supervised Classification and RegressionCode0
Improving Cardiovascular Disease Prediction Through Comparative Analysis of Machine Learning Models: A Case Study on Myocardial Infarction—0
A Bi-level Framework for Traffic Accident Duration Prediction: Leveraging Weather and Road Condition Data within a Practical Optimum Pipeline—0
Robust and Conjugate Gaussian Process RegressionCode0
Impact of Investing Characteristics on Financial Performance of Individual Investors: An Exploratory Study—0
Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval—0
Projecting basis functions with tensor networks for Gaussian process regression—0
Calibration by Distribution Matching: Trainable Kernel Calibration MetricsCode0
Stochastic Time-Optimal Trajectory Planning for Connected and Automated Vehicles in Mixed-Traffic Merging Scenarios—0
The Phase Transition Phenomenon of Shuffled Regression—0
Adaptive and non-adaptive minimax rates for weighted Laplacian-eigenmap based nonparametric regression—0
Non-parametric regression for robot learning on manifolds—0
Scaling Up Differentially Private LASSO Regularized Logistic Regression via Faster Frank-Wolfe Iterations—0
Can input reconstruction be used to directly estimate uncertainty of a regression U-Net model? -- Application to proton therapy dose prediction for head and neck cancer patients—0
Associations between urinary phthalate metabolite concentrations and rheumatoid arthritis in the U.S. adult population—0
Comparison of Microservice Call Rate Predictions for Replication in the Cloud—0
Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation MaximizationCode0
Feature Aggregation in Joint Sound Classification and Localization Neural Networks—0
Exploring the Emotional Landscape of Music: An Analysis of Valence Trends and Genre Variations in Spotify Music Data—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