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regression

Papers

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Showing 51–100 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
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
Learning Interpretable Differentiable Logic Networks for Tabular Regression—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
Equivariant Representation Learning for Symmetry-Aware Inference with Guarantees—0
EmoSphere-SER: Enhancing Speech Emotion Recognition Through Spherical Representation with Auxiliary ClassificationCode2
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
Development of Interactive Nomograms for Predicting Short-Term Survival in ICU Patients with Aplastic Anemia—0
RQR3D: Reparametrizing the regression targets for BEV-based 3D object detection—0
On the Mechanisms of Weak-to-Strong Generalization: A Theoretical Perspective—0
Liouville PDE-based sliced-Wasserstein flow for fair regression—0
Decoupling Representation and Learning in Genetic Programming: the LaSER Approach—0
A Linear Approach to Data Poisoning—0
SplitWise Regression: Stepwise Modeling with Adaptive Dummy EncodingCode0
Uncertainty Quantification in SVM predictionCode0
Are the confidence scores of reviewers consistent with the review content? Evidence from top conference proceedings in AICode0
Multi-Label Stereo Matching for Transparent Scene Depth EstimationCode1
TranSUN: A Preemptive Paradigm to Eradicate Retransformation Bias Intrinsically from Regression Models in Recommender Systems—0
Computational Efficiency under Covariate Shift in Kernel Ridge Regression—0
AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal EmbeddingsCode0
Robust learning of halfspaces under log-concave marginals—0
Interpretable Robotic Friction Learning via Symbolic Regression—0
Augmented Regression Models using Neurochaos Learning—0
Why Regression? Binary Encoding Classification Brings Confidence to Stock Market Index Price Prediction—0
Distribution Regression with Censored Selection—0
A Classical View on Benign Overfitting: The Role of Sample Size—0
Effective Probabilistic Time Series Forecasting with Fourier Adaptive Noise-Separated Diffusion—0
STRIDE: Sparse Techniques for Regression in Deep Gaussian Processes—0
Nash: Neural Adaptive Shrinkage for Structured High-Dimensional Regression—0
Fast Learning in Quantitative Finance with Extreme Learning Machine—0
Risk Bounds For Distributional Regression—0
Neural Multivariate Regression: Qualitative Insights from the Unconstrained Feature Model—0
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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