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regression

Papers

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Showing 5101–5150 of 9424 papers

TitleStatusHype
Fraud/Uncollectible Debt Detection Using a Bayesian Network Based Learning System: A Rare Binary Outcome with Mixed Data Structures—0
Fréchet random forests for metric space valued regression with non euclidean predictors—0
Fréchet regression with implicit denoising and multicollinearity reduction—0
Frequency Autoregressive Image Generation with Continuous Tokens—0
Frequency Domain Gaussian Process Models for H^ Uncertainties—0
Data-driven confidence bands for distributed nonparametric regression—0
Frequentist coverage and sup-norm convergence rate in Gaussian process regression—0
FRI -- Feature Relevance Intervals for Interpretable and Interactive Data Exploration—0
FRI-Net: Floorplan Reconstruction via Room-wise Implicit Representation—0
(Frisch-Waugh-Lovell)': On the Estimation of Regression Models by Row—0
From Depth Data to Head Pose Estimation: a Siamese approach—0
From Empirical Evaluation to Context-Aware Enhancement: Repairing Regression Errors with LLMs—0
From Estimation to Sampling for Bayesian Linear Regression with Spike-and-Slab Prior—0
From Image to Text in Sentiment Analysis via Regression and Deep Learning—0
From PAC-Bayes Bounds to KL Regularization—0
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
FRULER: Fuzzy Rule Learning through Evolution for Regression—0
Frustratingly Simple Prompting-based Text Denoising—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
Fully-automatic segmentation of kidneys in clinical ultrasound images using a boundary distance regression network—0
Fully Bayesian inference for neural models with negative-binomial spiking—0
Fully DNN-based Multi-label regression for audio tagging—0
Fully Nonparametric Bayesian Additive Regression Trees—0
Functional BART with Shape Priors: A Bayesian Tree Approach to Constrained Functional Regression—0
Functional-Coefficient Quantile Regression for Panel Data with Latent Group Structure—0
Functional Frank-Wolfe Boosting for General Loss Functions—0
Functional Gaussian processes for regression with linear PDE models—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
Functional Mixture Discriminant Analysis with hidden process regression for curve classification—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
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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