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regression

Papers

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Showing 1701–1750 of 9424 papers

TitleStatusHype
A Hybrid Deep Learning Classification of Perimetric Glaucoma Using Peripapillary Nerve Fiber Layer Reflectance and Other OCT Parameters from Three Anatomy Regions—0
ConPCO: Preserving Phoneme Characteristics for Automatic Pronunciation Assessment Leveraging Contrastive Ordinal Regularization—0
Relaxed Quantile Regression: Prediction Intervals for Asymmetric NoiseCode0
Normalizing Flows for Conformal RegressionCode0
A Comparison of Recent Algorithms for Symbolic Regression to Genetic Programming—0
Expressive Symbolic Regression for Interpretable Models of Discrete-Time Dynamical Systems—0
FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning—0
Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation—0
Coresets for Multiple _p Regression—0
Agnostic Learning of Mixed Linear Regressions with EM and AM Algorithms—0
Learning Analysis of Kernel Ridgeless Regression with Asymmetric Kernel LearningCode0
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers—0
Machine learning-based prediction of fish acute mortality: implementation, interpretation, and regulatory relevance—0
Distributional Refinement Network: Distributional Forecasting via Deep LearningCode0
Automatic Essay Multi-dimensional Scoring with Fine-tuning and Multiple Regression—0
Cluster-robust jackknife and bootstrap inference for logistic regression models—0
Robust Visual Tracking via Iterative Gradient Descent and Threshold Selection—0
Logistic Variational Bayes RevisitedCode0
Turnstile _p leverage score sampling with applicationsCode0
Stein Random Feature RegressionCode0
Causal Contrastive Learning for Counterfactual Regression Over Time—0
Principal-Agent Multitasking: the Uniformity of Optimal Contracts and its Efficient Learning via Instrumental Regression—0
Shape Constraints in Symbolic Regression using Penalized Least Squares—0
Nonparametric regression on random geometric graphs sampled from submanifolds—0
An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing—0
Representation of preferences for multiple criteria decision aiding in a new seven-valued logic—0
Statistical inference for case-control logistic regression via integrating external summary data—0
The Political Resource Curse Redux—0
Verifiably Robust Conformal PredictionCode0
Online Linear Regression in Dynamic Environments via Discounting—0
Adaptive posterior concentration rates for sparse high-dimensional linear regression with random design and unknown error variance—0
Improved Convex Decomposition with Ensembling and Boolean Primitives—0
Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data—0
RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks—0
Symbolic Regression for Beyond the Standard Model Physics—0
Dyadic Regression with Sample Selection—0
Stagewise Boosting Distributional RegressionCode0
Imitating from auxiliary imperfect demonstrations via Adversarial Density Weighted RegressionCode0
Regression Equilibrium in Electricity Markets—0
Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear RegressionCode0
IM-Context: In-Context Learning for Imbalanced Regression TasksCode0
AlignIQL: Policy Alignment in Implicit Q-Learning through Constrained OptimizationCode0
Dimension-free uniform concentration bound for logistic regression—0
SEMF: Supervised Expectation-Maximization Framework for Predicting IntervalsCode0
MCGAN: Enhancing GAN Training with Regression-Based Generator LossCode0
Image-level Regression for Uncertainty-aware Retinal Image SegmentationCode0
Understanding Forgetting in Continual Learning with Linear Regression—0
Transfer Learning Under High-Dimensional Graph Convolutional Regression Model for Node Classification—0
Predicting Rental Price of Lane Houses in Shanghai with Machine Learning Methods and Large Language Models—0
A GPU-Accelerated Bi-linear ADMM Algorithm for Distributed Sparse Machine Learning—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