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regression

Papers

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Showing 2051–2100 of 9424 papers

TitleStatusHype
Target inductive methods for zero-shot regressionCode0
Adaptive Optimization for Prediction with Missing Data—0
Association between dietary inflammatory index and Stroke in the US population: evidence from NHANES 1999–2018—0
The Information of Large Language Model Geometry—0
Spectrally Transformed Kernel Regression—0
On the design-dependent suboptimality of the LassoCode0
Vertical Symbolic Regression via Deep Policy GradientCode0
Quantum-Assisted Hilbert-Space Gaussian Process RegressionCode0
Multitask methods for predicting molecular properties from heterogeneous data—0
Device-free Indoor WLAN Localization with Distributed Antenna Placement Optimization and Spatially Localized Regression—0
An Experiment on Feature Selection using Logistic Regression—0
A Spectral Library and Method for Sparse Unmixing of Hyperspectral Images in Fluorescence Guided Resection of Brain TumorsCode0
Dynamical System Identification, Model Selection and Model Uncertainty Quantification by Bayesian Inference—0
Multiple Yield Curve Modeling and Forecasting using Deep Learning—0
Superiority of Multi-Head Attention in In-Context Linear Regression—0
HawkEye: Advancing Robust Regression with Bounded, Smooth, and Insensitive Loss Function—0
Personalized Differential Privacy for Ridge RegressionCode0
ReTaSA: A Nonparametric Functional Estimation Approach for Addressing Continuous Target Shift—0
Neural Network Training on Encrypted Data with TFHE—0
MT-HCCAR: Multi-Task Deep Learning with Hierarchical Classification and Attention-based Regression for Cloud Property RetrievalCode0
Rectify the Regression Bias in Long-Tailed Object Detection—0
Prevalidated ridge regression is a highly-efficient drop-in replacement for logistic regression for high-dimensional dataCode0
Multi-Person 3D Pose Estimation from Multi-View Uncalibrated Depth Cameras—0
Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization—0
Finite Sample Confidence Regions for Linear Regression Parameters Using Arbitrary Predictors—0
Omnipredictors for Regression and the Approximate Rank of Convex Functions—0
A structured regression approach for evaluating model performance across intersectional subgroups—0
Mapping-to-Parameter Nonlinear Functional Regression with Novel B-spline Free Knot Placement Algorithm—0
PruneSymNet: A Symbolic Neural Network and Pruning Algorithm for Symbolic RegressionCode0
Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic RegressionCode0
Incorporating Test-Time Optimization into Training with Dual Networks for Human Mesh RecoveryCode0
Discovering Mathematical Formulas from Data via GPT-guided Monte Carlo Tree Search—0
An Explicit Scheme for Pathwise XVA Computations—0
Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression—0
The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting -- An Analytical Model—0
Nonparametric logistic regression with deep learning—0
Bayesian Semi-structured Subspace Inference—0
NIV-SSD: Neighbor IoU-Voting Single-Stage Object Detector From Point CloudCode0
Mitigating Covariate Shift in Misspecified Regression with Applications to Reinforcement Learning—0
Transfer Learning for Nonparametric Regression: Non-asymptotic Minimax Analysis and Adaptive Procedure—0
Approaches to biological species delimitation based on genetic and spatial dissimilarity—0
Multivariate Density Estimation via Variance-Reduced SketchingCode0
Local Identification in Instrumental Variable Multivariate Quantile Regression Models—0
Distributionally Robust Policy Evaluation under General Covariate Shift in Contextual BanditsCode0
Solving Offline Reinforcement Learning with Decision Tree RegressionCode0
Online Mean Estimation for Multi-frame Optical Fiber Signals On Highways—0
Beyond RMSE and MAE: Introducing EAUC to unmask hidden bias and unfairness in dyadic regression modelsCode0
Deep spatial context: when attention-based models meet spatial regressionCode0
Bootstrapping OTS-Funcimg Pre-training Model (Botfip) -- A Comprehensive Symbolic Regression Framework—0
SymbolNet: Neural Symbolic Regression with Adaptive Dynamic Pruning for CompressionCode0
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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