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regression

Papers

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Showing 851–900 of 9424 papers

TitleStatusHype
On the Mechanisms of Weak-to-Strong Generalization: A Theoretical Perspective—0
RQR3D: Reparametrizing the regression targets for BEV-based 3D object detection—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
Decoupling Representation and Learning in Genetic Programming: the LaSER Approach—0
Liouville PDE-based sliced-Wasserstein flow for fair regression—0
Are the confidence scores of reviewers consistent with the review content? Evidence from top conference proceedings in AICode0
SplitWise Regression: Stepwise Modeling with Adaptive Dummy EncodingCode0
Uncertainty Quantification in SVM predictionCode0
A Linear Approach to Data Poisoning—0
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
Interpretable Robotic Friction Learning via Symbolic Regression—0
Augmented Regression Models using Neurochaos Learning—0
Robust learning of halfspaces under log-concave marginals—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
STRIDE: Sparse Techniques for Regression in Deep Gaussian Processes—0
Effective Probabilistic Time Series Forecasting with Fourier Adaptive Noise-Separated Diffusion—0
Nash: Neural Adaptive Shrinkage for Structured High-Dimensional Regression—0
Risk Bounds For Distributional Regression—0
Optimal Transport-Based Domain Adaptation for Rotated Linear Regression—0
Neural Multivariate Regression: Qualitative Insights from the Unconstrained Feature Model—0
Scaling Gaussian Process Regression with Full Derivative ObservationsCode0
Fast Learning in Quantitative Finance with Extreme Learning Machine—0
High-dimensional Bayesian Tobit regression for censored response with Horseshoe priorCode0
Model-free Online Learning for the Kalman Filter: Forgetting Factor and Logarithmic Regret—0
Sparsity-Aware Near-Field Beam Training via Multi-Beam Combination—0
Behind the Noise: Conformal Quantile Regression Reveals Emergent Representations—0
Wasserstein Distributionally Robust Nonparametric Regression—0
A Generative Re-ranking Model for List-level Multi-objective Optimization at Taobao—0
Stability Regularized Cross-Validation—0
Improving Random Forests by Smoothing—0
Probing In-Context Learning: Impact of Task Complexity and Model Architecture on Generalization and EfficiencyCode0
Tweedie Regression for Video Recommendation SystemCode0
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal RegressionCode0
Regression-based Melody Estimation with Uncertainty QuantificationCode0
Local linear Fréchet curve regression in manifolds—0
Forecasting Thai inflation from univariate Bayesian regression perspective—0
Estimation and Inference in Boundary Discontinuity Designs—0
Learning Economic Model Predictive Control via Clustering and Kernel-Based Lipschitz Regression—0
Fairness Perceptions in Regression-based Predictive Models—0
Prediction via Shapley Value RegressionCode0
Multitask LSTM for Arboviral Outbreak Prediction Using Public Health Data—0
Call for Action: towards the next generation of symbolic regression benchmark—0
Uncovering Population PK Covariates from VAE-Generated Latent SpacesCode0
Regression is all you need for medical image translationCode0
Continuous Normalizing Flows for Uncertainty-Aware Human Pose Estimation—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