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regression

Papers

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Showing 51–75 of 9424 papers

TitleStatusHype
Distributionally Robust Learning in Survival Analysis—0
Learning Treatment Representations for Downstream Instrumental Variable Regression—0
Adversarial learning for nonparametric regression: Minimax rate and adaptive estimation—0
Leveraging AM and FM Rhythm Spectrograms for Dementia Classification and AssessmentCode0
Active Learning via Regression Beyond Realizability—0
Bayesian Data Sketching for Varying Coefficient Regression Models—0
Diffusion-Based Symbolic Regression—0
A Benchmark Dataset for Graph Regression with Homogeneous and Multi-Relational Variants—0
Learning Interpretable Differentiable Logic Networks for Tabular Regression—0
Comparative of Genetic Fuzzy regression techniques for aeroacoustic phenomenons—0
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers—0
Comparing the Moore-Penrose Pseudoinverse and Gradient Descent for Solving Linear Regression Problems: A Performance Analysis—0
Handling bounded response in high dimensions: a Horseshoe prior Bayesian Beta regression approachCode0
Symbolic Foundation Regressor on Complex Networks—0
Causal Inference for Experiments with Latent Outcomes: Key Results and Their Implications for Design and Analysis—0
Assessing Quantum Advantage for Gaussian Process Regression—0
Debiased Ill-Posed Regression—0
Taylor expansion-based Kolmogorov-Arnold network for blind image quality assessmentCode1
Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech—0
Minimax Adaptive Online Nonparametric Regression over Besov Spaces—0
EmoSphere-SER: Enhancing Speech Emotion Recognition Through Spherical Representation with Auxiliary ClassificationCode2
Equivariant Representation Learning for Symmetry-Aware Inference with Guarantees—0
A fast sound power prediction tool for genset noise using machine learning—0
LLM-Meta-SR: Learning to Evolve Selection Operators for Symbolic Regression—0
Optimizing Shortfall Risk Metric for Learning Regression Models—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