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regression

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Showing 1301–1350 of 9424 papers

TitleStatusHype
Impact of R&D and AI Investments on Economic Growth and Credit Rating—0
Constructing Gaussian Processes via Samplets—0
Learning Interpretable Network Dynamics via Universal Neural Symbolic Regression—0
Optimized Quality of Service prediction in FSO Links over South Africa using Ensemble Learning—0
UQ of 2D Slab Burner DNS: Surrogates, Uncertainty Propagation, and Parameter Calibration—0
Enforcing asymptotic behavior with DNNs for approximation and regression in finance—0
CRC-Assisted Channel Codes for Integrated Passive Sensing and Communications—0
Defending Deep Regression Models against Backdoor Attacks—0
Adversarial Robustness of In-Context Learning in Transformers for Linear Regression—0
Statistical-Computational Trade-offs for Recursive Adaptive Partitioning Estimators—0
Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length—0
A Fundamental Accuracy--Robustness Trade-off in Regression and Classification—0
Quantum Algorithm for Sparse Online Learning with Truncated Gradient Descent—0
PropNEAT -- Efficient GPU-Compatible Backpropagation over NeuroEvolutionary Augmenting Topology Networks—0
A Subsampling Based Neural Network for Spatial DataCode0
Interpretable Predictive Models for Healthcare via Rational Logistic Regression—0
Gradient Descent Finds Over-Parameterized Neural Networks with Sharp Generalization for Nonparametric Regression—0
SPINEX_ Symbolic Regression: Similarity-based Symbolic Regression with Explainable Neighbors Exploration—0
Automatic doubly robust inference for linear functionals via calibrated debiased machine learningCode0
Randomly Assigned First Differences?—0
Finite-sample performance of the maximum likelihood estimator in logistic regression—0
Boulder2Vec: Modeling Climber Performances in Professional Bouldering CompetitionsCode0
Towards safe Bayesian optimization with Wiener kernel regressionCode0
Variable Selection in Convex Piecewise Linear Regression—0
A Directional Rockafellar-Uryasev Regression—0
Tree level change detection over Ahmedabad city using very high resolution satellite images and Deep Learning—0
Ozone level forecasting in Mexico City with temporal features and interactions—0
Does Regression Produce Representative Causal Rankings?—0
Hyperbox Mixture Regression for Process Performance Prediction in Antibody Production—0
Conformalized High-Density Quantile Regression via Dynamic Prototypes-based Probability Density EstimationCode0
Hierarchical and Density-based Causal Clustering—0
Stability analysis of distributed Kalman filtering algorithm for stochastic regression model—0
Integrating Fuzzy Logic into Deep Symbolic Regression—0
3D Equivariant Pose Regression via Direct Wigner-D Harmonics Prediction—0
Comparative Evaluation of Applicability Domain Definition Methods for Regression Models—0
A mixed gas concentration regression prediction method based on RESHA-ALW—0
Classification problem in liability insurance using machine learning models: a comparative study—0
Robust Gaussian Processes via Relevance Pursuit—0
Cost-Aware Query Policies in Active Learning for Efficient Autonomous Robotic Exploration—0
Robust Sparse Regression with Non-Isotropic Designs—0
Projected random forests and conformal prediction of circular dataCode0
Logistic Regression Analysis on the Dietary Behavior and the Risk of Nutritional Deficiency Dermatosis: The Case of Bicol Region, Philippines—0
Agent-Guided Gaze Estimation Network by Two-Eye Asymmetry ExplorationCode0
Progression: an extrapolation principle for regression—0
Data subsampling for Poisson regression with pth-root-linkCode0
Unbiased Regression Loss for DETRs—0
Evaluating K-Fold Cross Validation for Transformer Based Symbolic Regression Models—0
Minimax optimality of deep neural networks on dependent data via PAC-Bayes bounds—0
Node Regression on Latent Position Random Graphs via Local Averaging—0
Refined Risk Bounds for Unbounded Losses via Transductive Priors—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