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regression

Papers

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Showing 3601–3650 of 9424 papers

TitleStatusHype
From Plants to Landmarks: Time-invariant Plant Localization that uses Deep Pose Regression in Agricultural Fields—0
From Point Clouds to Mesh Using Regression—0
From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning—0
From Predictions to Prescriptions in Multistage Optimization Problems—0
From Simulated to Visual Data: A Robust Low-Rank Tensor Completion Approach using lp-Regression for Outlier Resistance—0
From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression—0
At What Level Should One Cluster Standard Errors in Paired and Small-Strata Experiments?—0
FRULER: Fuzzy Rule Learning through Evolution for Regression—0
Frustratingly Simple Prompting-based Text Denoising—0
Complex-Valued Gaussian Processes for Regression—0
Full-attention based Neural Architecture Search using Context Auto-regression—0
Full-Frame Scene Coordinate Regression for Image-Based Localization—0
Full Kullback-Leibler-Divergence Loss for Hyperparameter-free Label Distribution Learning—0
Complex-Valued Kernel Methods for Regression—0
Adaptive Kernel Value Caching for SVM Training—0
Fully Bayesian inference for neural models with negative-binomial spiking—0
Compliance Change Tracking in Business Process Services—0
Generalization error minimization: a new approach to model evaluation and selection with an application to penalized regression—0
Fully DNN-based Multi-label regression for audio tagging—0
Double Descent and Overfitting under Noisy Inputs and Distribution Shift for Linear Denoisers—0
Fully Nonparametric Bayesian Additive Regression Trees—0
Functional BART with Shape Priors: A Bayesian Tree Approach to Constrained Functional Regression—0
Deep Horseshoe Gaussian Processes—0
Deep Hierarchical Machine: a Flexible Divide-and-Conquer Architecture—0
A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study—0
Functional Frank-Wolfe Boosting for General Loss Functions—0
Functional Gaussian processes for regression with linear PDE models—0
A Tutorial on Sparse Gaussian Processes and Variational Inference—0
Functional instrumental variable regression with an application to estimating the impact of immigration on native wages—0
Functional Inverse Regression in an Enlarged Dimension Reduction Space—0
Deep Head Pose Estimation from Depth Data for In-car Automotive Applications—0
Functional Mixture Discriminant Analysis with hidden process regression for curve classification—0
Comprehensive Review On Twin Support Vector Machines—0
Functional Partial Least-Squares: Adaptive Estimation and Inference—0
Function approximation by deep neural networks with parameters \0, 12, 1, 2\—0
The Reconstruction Approach: From Interpolation to Regression—0
Spiking Neural Operators for Scientific Machine Learning—0
Fundamental Limits and Tradeoffs in Invariant Representation Learning—0
Fundamental Tradeoffs in Distributionally Adversarial Training—0
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading—0
Funneled Bayesian Optimization for Design, Tuning and Control of Autonomous Systems—0
Further results on structured regression for multi-scale networks—0
Fused LASSO as Non-Crossing Quantile Regression—0
Fusing Pretrained ViTs with TCNet for Enhanced EEG Regression—0
Fusing Structure from Motion and Simulation-Augmented Pose Regression from Optical Flow for Challenging Indoor Environments—0
Fusion of Deep and Shallow Features for Face Kinship Verification—0
Deep Haar Scattering Networks in Pattern Recognition: A promising approach—0
Generalization Certificates for Adversarially Robust Bayesian Linear Regression—0
Futures Quantitative Investment with Heterogeneous Continual Graph Neural Network—0
DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model—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