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regression

Papers

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Showing 551–600 of 9424 papers

TitleStatusHype
Constructing Gaussian Processes via Samplets—0
Optimized Quality of Service prediction in FSO Links over South Africa using Ensemble Learning—0
Learning Interpretable Network Dynamics via Universal Neural Symbolic Regression—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
Adversarial Robustness of In-Context Learning in Transformers for Linear Regression—0
Defending Deep Regression Models against Backdoor Attacks—0
Statistical-Computational Trade-offs for Recursive Adaptive Partitioning Estimators—0
A Fundamental Accuracy--Robustness Trade-off in Regression and Classification—0
A Subsampling Based Neural Network for Spatial DataCode0
PropNEAT -- Efficient GPU-Compatible Backpropagation over NeuroEvolutionary Augmenting Topology Networks—0
Quantum Algorithm for Sparse Online Learning with Truncated Gradient Descent—0
Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length—0
Randomly Assigned First Differences?—0
SPINEX_ Symbolic Regression: Similarity-based Symbolic Regression with Explainable Neighbors Exploration—0
Interpretable Predictive Models for Healthcare via Rational Logistic Regression—0
Gradient Descent Finds Over-Parameterized Neural Networks with Sharp Generalization for Nonparametric Regression—0
Automatic doubly robust inference for linear functionals via calibrated debiased machine learningCode0
Ozone level forecasting in Mexico City with temporal features and interactions—0
Does Regression Produce Representative Causal Rankings?—0
A Directional Rockafellar-Uryasev Regression—0
Tree level change detection over Ahmedabad city using very high resolution satellite images and Deep Learning—0
Towards safe Bayesian optimization with Wiener kernel regressionCode0
Boulder2Vec: Modeling Climber Performances in Professional Bouldering CompetitionsCode0
Variable Selection in Convex Piecewise Linear Regression—0
Finite-sample performance of the maximum likelihood estimator in logistic regression—0
Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language ModelsCode1
Hyperbox Mixture Regression for Process Performance Prediction in Antibody Production—0
Activating Self-Attention for Multi-Scene Absolute Pose RegressionCode1
Stability analysis of distributed Kalman filtering algorithm for stochastic regression model—0
Conformalized High-Density Quantile Regression via Dynamic Prototypes-based Probability Density EstimationCode0
Hierarchical and Density-based Causal Clustering—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
Comparative Evaluation of Applicability Domain Definition Methods for Regression Models—0
3D Equivariant Pose Regression via Direct Wigner-D Harmonics Prediction—0
Integrating Fuzzy Logic into Deep Symbolic Regression—0
Logistic Regression Analysis on the Dietary Behavior and the Risk of Nutritional Deficiency Dermatosis: The Case of Bicol Region, Philippines—0
Cost-Aware Query Policies in Active Learning for Efficient Autonomous Robotic Exploration—0
Robust Gaussian Processes via Relevance Pursuit—0
Robust Sparse Regression with Non-Isotropic Designs—0
Projected random forests and conformal prediction of circular dataCode0
Agent-Guided Gaze Estimation Network by Two-Eye Asymmetry ExplorationCode0
Progression: an extrapolation principle for regression—0
Unbiased Regression Loss for DETRs—0
Data subsampling for Poisson regression with pth-root-linkCode0
Very fast Bayesian Additive Regression Trees on GPUCode2
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking ClassifierCode1
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