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regression

Papers

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Showing 8301–8325 of 9424 papers

TitleStatusHype
Probabilistic Broken-Stick Model: A Regression Algorithm for Irregularly Sampled Data with Application to eGFR—0
Non-Convex Projected Gradient Descent for Generalized Low-Rank Tensor Regression—0
Nonparametric Regression with Adaptive Truncation via a Convex Hierarchical Penalty—0
Complex-valued Gaussian Process Regression for Time Series Analysis—0
3D Human Pose Estimation from a Single Image via Distance Matrix Regression—0
On the Exponentially Weighted Aggregate with the Laplace Prior—0
A Benchmark and Comparison of Active Learning for Logistic Regression—0
Two-Level Structural Sparsity Regularization for Identifying Lattices and Defects in Noisy Images—0
Interpretation of Prediction Models Using the Input Gradient—0
Scalable Approximations for Generalized Linear Problems—0
Error analysis of regularized least-square regression with Fredholm kernel—0
Probabilistic structure discovery in time series data—0
Cascaded Face Alignment via Intimacy Definition Feature—0
A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression—0
Gap Safe screening rules for sparsity enforcing penaltiesCode0
ROS Regression: Integrating Regularization and Optimal Scaling Regression—0
Dynamic Attention-controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-set Sample Weighting—0
Mesh Denoising via Cascaded Normal Regression—0
Robust Matrix Regression—0
Convolutional Regression for Visual Tracking—0
Kernel regression, minimax rates and effective dimensionality: beyond the regular case—0
Understanding the 2016 US Presidential Election using ecological inference and distribution regression with census microdataCode0
Unsupervised Learning For Effective User Engagement on Social Media—0
Faster Kernel Ridge Regression Using Sketching and PreconditioningCode0
Gaussian process regression can turn non-uniform and undersampled diffusion MRI data into diffusion spectrum imaging—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