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regression

Papers

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Showing 1251–1300 of 9424 papers

TitleStatusHype
Asymptotics of Random Feature Regression Beyond the Linear Scaling Regime—0
eDifFIQA: Towards Efficient Face Image Quality Assessment Based On Denoising Diffusion Probabilistic ModelsCode1
XpertAI: uncovering model strategies for sub-manifolds—0
Constructing Variables Using Classifiers as an Aid to Regression: An Empirical AssessmentCode0
Semiparametric Inference for Regression-Discontinuity Designs—0
Exploring the Links between the Fundamental Lemma and Kernel Regression—0
Estimation of Electronic Band Gap Energy From Material Properties Using Machine Learning—0
Density-Regression: Efficient and Distance-Aware Deep Regressor for Uncertainty Estimation under Distribution ShiftsCode0
Regression-aware Inference with LLMs—0
Improve Generalization Ability of Deep Wide Residual Network with A Suitable Scaling Factor—0
Regularized DeepIV with Model Selection—0
Nonparametric Regression under Cluster Sampling—0
Online Learning with Unknown Constraints—0
On-device Self-supervised Learning of Visual Perception Tasks aboard Hardware-limited Nano-quadrotors—0
ProbSAINT: Probabilistic Tabular Regression for Used Car Pricing—0
Joint multi-task learning improves weakly-supervised biomarker prediction in computational pathologyCode0
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL—0
Prediction Of Cryptocurrency Prices Using LSTM, SVM And Polynomial Regression—0
Triple/Debiased Lasso for Statistical Inference of Conditional Average Treatment Effects—0
How Well Can Transformers Emulate In-context Newton's Method?—0
A prediction rigidity formalism for low-cost uncertainties in trained neural networks—0
Deep Horseshoe Gaussian Processes—0
Out-of-distribution robustness for multivariate analysis via causal regularisation—0
The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing—0
Neural Field Classifiers via Target Encoding and Classification Loss—0
Stochastic gradient descent for streaming linear and rectified linear systems with adversarial corruptions—0
Beyond Beats: A Recipe to Song Popularity? A machine learning approach—0
Substitute adjustment via recovery of latent variables—0
Embedded Multi-label Feature Selection via Orthogonal Regression—0
Prognostic Covariate Adjustment for Logistic Regression in Randomized Controlled Trials—0
Adaptive Testing Environment Generation for Connected and Automated Vehicles with Dense Reinforcement Learning—0
Machine learning for modular multiplication—0
Dose Prediction Driven Radiotherapy Paramters Regression via Intra- and Inter-Relation Modeling—0
MMSR: Symbolic Regression is a Multi-Modal Information Fusion TaskCode1
Material Microstructure Design Using VAE-Regression with Multimodal Prior—0
syren-halofit: A fast, interpretable, high-precision formula for the ΛCDM nonlinear matter power spectrumCode1
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates—0
Sparse Variational Contaminated Noise Gaussian Process Regression with Applications in Geomagnetic Perturbations Forecasting—0
Fast Algorithms for Quantile Regression with Selection—0
Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent—0
Valuing insurance against small probability risks: A meta-analysis—0
Conformalized Selective Regression—0
A Provably Accurate Randomized Sampling Algorithm for Logistic RegressionCode0
Frustratingly Simple Prompting-based Text Denoising—0
Optimal Rates and Saturation for Noiseless Kernel Ridge Regression—0
Inference for Regression with Variables Generated by AI or Machine Learning—0
Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparency—0
Statistical Agnostic Regression: a machine learning method to validate regression models—0
Lasso with Latents: Efficient Estimation, Covariate Rescaling, and Computational-Statistical Gaps—0
Transformers are Expressive, But Are They Expressive Enough for Regression?Code0
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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