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regression

Papers

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Showing 2151–2200 of 9424 papers

TitleStatusHype
FineMorphs: Affine-diffeomorphic sequences for regression—0
Contouring by Unit Vector Field Regression—0
Robust Nonparametric Regression under Poisoning Attack—0
Detecting Errors in a Numerical Response via any Regression ModelCode0
Local Search, Semantics, and Genetic Programming: a Global Analysis—0
Shape-based pose estimation for automatic standard views of the knee—0
Feature Adaptation for Sparse Linear Regression—0
Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks—0
Distributional Reinforcement Learning with Dual Expectile-Quantile Regression—0
Koopman Kernel RegressionCode1
Symbolic Regression via Control Variable Genetic ProgrammingCode0
Drug Repurposing Targeting COVID-19 3CL Protease using Molecular Docking and Machine Learning Regression Approach—0
Representation Transfer Learning via Multiple Pre-trained models for Linear Regression—0
Application of a nonlinear operator to identify an unknown parameter for a scalar regression equation with disturbance in the measurement channel—0
Privacy-aware Gaussian Process Regression—0
When can Regression-Adjusted Control Variates Help? Rare Events, Sobolev Embedding and Minimax Optimality—0
Automated discovery of interpretable hyperelastic material models for human brain tissue with EUCLID—0
Dropout Drops Double Descent—0
KeyPosS: Plug-and-Play Facial Landmark Detection through GPS-Inspired True-Range MultilaterationCode1
Classic machine learning methods—0
Machine learning-based characterization of hydrochar from biomass: Implications for sustainable energy and material production—0
Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning—0
Adaptive observer of state variables of a nonlinear time varying system with unknown constant parameters—0
Uncertainty Voting Ensemble for Imbalanced Deep RegressionCode0
RoMa: Robust Dense Feature MatchingCode3
Least Squares Regression Can Exhibit Under-Parameterized Double Descent—0
RSRM: Reinforcement Symbolic Regression Machine—0
Mind the spikes: Benign overfitting of kernels and neural networks in fixed dimensionCode0
Stochastic PDE representation of random fields for large-scale Gaussian process regression and statistical finite element analysis—0
Flexible Bayesian Quantile Analysis of Residential Rental Rates—0
On the Size and Approximation Error of Distilled Sets—0
Covariate balancing using the integral probability metric for causal inferenceCode0
Hierarchical Integration Diffusion Model for Realistic Image DeblurringCode2
Towards Unsupervised Recognition of Token-level Semantic Differences in Related DocumentsCode0
Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors—0
On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows—0
Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and PracticeCode0
Explaining Emergent In-Context Learning as Kernel Regression—0
Meta-in-context learning in large language modelsCode0
Contrastive inverse regression for dimension reduction—0
A Novel Framework for Improving the Breakdown Point of Robust Regression Algorithms—0
Semi-Supervised Graph Imbalanced RegressionCode1
A quality assurance framework for real-time monitoring of deep learning segmentation models in radiotherapy—0
Implicit Bias of Gradient Descent for Logistic Regression at the Edge of Stability—0
Probabilistic Lexicase SelectionCode0
Deep Image Compression Using Scene Text Quality Assessment—0
PDE-constrained Gaussian process surrogate modeling with uncertain data locationsCode0
MedLens: Improve Mortality Prediction Via Medical Signs Selecting and RegressionCode0
Statistical Estimation for Covariance Structures with Tail Estimates using Nodewise Quantile Predictive Regression Models—0
Riemannian Multinomial Logistics Regression for SPD Neural NetworksCode1
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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