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regression

Papers

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Showing 401–450 of 9424 papers

TitleStatusHype
Evaluation of Artificial Intelligence Methods for Lead Time Prediction in Non-Cycled Areas of Automotive Production—0
Pareto Optimization with Robust Evaluation for Noisy Subset Selection—0
Variable Selection Methods for Multivariate, Functional, and Complex Biomedical Data in the AI Age—0
Optimizing Financial Data Analysis: A Comparative Study of Preprocessing Techniques for Regression Modeling of Apple Inc.'s Net Income and Stock Prices—0
Interpolation pour l'augmentation de donnees : Application à la gestion des adventices de la canne a sucre a la Reunion—0
Soft regression trees: a model variant and a decomposition training algorithm—0
AdaPRL: Adaptive Pairwise Regression Learning with Uncertainty Estimation for Universal Regression Tasks—0
EVA-S2PLoR: A Secure Element-wise Multiplication Meets Logistic Regression on Heterogeneous Database—0
Non-asymptotic analysis of the performance of the penalized least trimmed squares in sparse models—0
Optimality and Adaptivity of Deep Neural Features for Instrumental Variable Regression—0
A High-accuracy Calibration Method of Transient TSEPs for Power Semiconductor Devices—0
RieszBoost: Gradient Boosting for Riesz Regression—0
On weight and variance uncertainty in neural networks for regression tasksCode0
A Support Vector Approach in Segmented Regression for Map-assisted Non-cooperative Source Localization—0
SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images—0
Stochastic Process Learning via Operator Flow MatchingCode1
Symmetry and Generalisation in Machine Learning—0
Data Augmentation for Deep Learning Regression Tasks by Machine Learning Models—0
Action Quality Assessment via Hierarchical Pose-guided Multi-stage Contrastive RegressionCode0
Can Deep Learning Trigger Alerts from Mobile-Captured Images?—0
The Choice of Normalization Influences Shrinkage in Regularized RegressionCode0
Survival Analysis Revisited: Understanding and Unifying Poisson, Exponential, and Cox Models in Fall Risk Analysis—0
iTARGET: Interpretable Tailored Age Regression for Grouped Epigenetic TraitsCode0
Alleviating Overfitting in Transformation-Interaction-Rational Symbolic Regression with Multi-Objective Optimization—0
Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement LearningCode0
Bayesian Active Learning By Distribution DisagreementCode0
High-Order Tensor Regression in Sparse Convolutional Neural Networks—0
HyperPose: Hypernetwork-Infused Camera Pose Localization and an Extended Cambridge Landmarks Dataset—0
Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression—0
Regression Guided Strategy to Automated Facial Beauty Optimization through Image Synthesis—0
Advanced Displacement Magnitude Prediction in Multi-Material Architected Lattice Structure Beams Using Physics Informed Neural Network Architecture—0
Exploring Variability in Fine-Tuned Models for Text Classification with DistilBERT—0
Debiased Nonparametric Regression for Statistical Inference and Distributionally Robustness—0
Generative Regression Based Watch Time Prediction for Short-Video Recommendation—0
Accurate Coresets for Latent Variable Models and Regularized Regression—0
Stroke Prediction using Clinical and Social Features in Machine LearningCode0
Uncertainty quantification for improving radiomic-based models in radiation pneumonitis prediction—0
A new approach to locally adaptive polynomial regressionCode0
SWAG: Long-term Surgical Workflow Prediction with Generative-based Anticipation—0
Fréchet regression with implicit denoising and multicollinearity reduction—0
Heterogeneous transfer learning for high dimensional regression with feature mismatch—0
HNCI: High-Dimensional Network Causal InferenceCode0
Improved Feature Generating Framework for Transductive Zero-shot Learning—0
PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects—0
An Experimental Evaluation of Japanese Tokenizers for Sentiment-Based Text ClassificationCode0
Advanced Models for Hourly Marginal CO2 Emission Factor Estimation: A Synergy between Fundamental and Statistical Approaches—0
Learning from Summarized Data: Gaussian Process Regression with Sample Quasi-Likelihood—0
Fair and Accurate Regression: Strong Formulations and Algorithms—0
Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor RegressionCode2
REO-VLM: Transforming VLM to Meet Regression Challenges in Earth Observation—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