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regression

Papers

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Showing 1501–1550 of 9424 papers

TitleStatusHype
Momentum Dynamics in Competitive Sports: A Multi-Model Analysis Using TOPSIS and Logistic Regression—0
Deep Learning for Multi-Country GDP Prediction: A Study of Model Performance and Data ImpactCode0
A sparse PAC-Bayesian approach for high-dimensional quantile prediction—0
Distribution Regression Difference-In-Differences—0
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables—0
On the Pinsker bound of inner product kernel regression in large dimensions—0
Sample Complexity of the Sign-Perturbed Sums Method—0
GCCRR: A Short Sequence Gait Cycle Segmentation Method Based on Ear-Worn IMU—0
Improving Adaptivity via Over-Parameterization in Sequence Models—0
Decoupled and Interactive Regression Modeling for High-performance One-stage 3D Object Detection—0
State-Space Dynamic Functional Regression for Multicurve Fixed Income Spread Analysis and Stress Testing—0
Estimating Conditional Average Treatment Effects via Sufficient Representation Learning—0
Hybrid Classification-Regression Adaptive Loss for Dense Object Detection—0
Real-Time Energy Pricing in New Zealand: An Evolving Stream AnalysisCode0
A Comparative Study of Hyperparameter Tuning Methods—0
Automatic detection of Mild Cognitive Impairment using high-dimensional acoustic features in spontaneous speech—0
Can Transformers Do Enumerative Geometry?Code0
HEAD: A Bandwidth-Efficient Cooperative Perception Approach for Heterogeneous Connected and Autonomous Vehicles—0
Integrating the Expected Future in Load Forecasts with Contextually Enhanced Transformer Models—0
Dense Center-Direction Regression for Object Counting and Localization with Point SupervisionCode0
Improved identification of breakpoints in piecewise regression and its applications—0
Optimal Kernel Quantile Learning with Random Features—0
Event Detection via Probability Density Function RegressionCode0
Predicting Affective States from Screen Text Sentiment—0
Evolvable Psychology Informed Neural Network for Memory Behavior Modeling—0
Enhancing Causal Discovery in Financial Networks with Piecewise Quantile Regression—0
Quantifying Behavioural Distance Between Mathematical Expressions—0
Effective Off-Policy Evaluation and Learning in Contextual Combinatorial Bandits—0
Robust Regression with Ensembles Communicating over Noisy Channels—0
Sparse Regression for Discovery of Constitutive Models from Oscillatory Shear Measurements—0
Feature Selection from Differentially Private Correlations—0
Conditional nonparametric variable screening by neural factor regression—0
Predicting path-dependent processes by deep learning—0
Branch and Bound to Assess Stability of Regression Coefficients in Uncertain Models—0
Deep Limit Model-free Prediction in Regression—0
Vanilla Gradient Descent for Oblique Decision TreesCode0
Gaussian Processes with Noisy Regression Inputs for Dynamical Systems—0
Revisiting the Many Instruments Problem using Random Matrix Theory—0
Predicting Lung Cancer Patient Prognosis with Large Language Models—0
Operator Feature Neural Network for Symbolic Regression—0
Theoretical and Practical Progress in Hyperspectral Pixel Unmixing with Large Spectral Libraries from a Sparse Perspective—0
COD: Learning Conditional Invariant Representation for Domain Adaptation Regression—0
Method-of-Moments Inference for GLMs and Doubly Robust Functionals under Proportional AsymptoticsCode0
Change-Point Detection in Time Series Using Mixed Integer Programming—0
Correcting invalid regression discontinuity designs with multiple time period data—0
fastkqr: A Fast Algorithm for Kernel Quantile Regression—0
S-SIRUS: an explainability algorithm for spatial regression Random ForestCode0
Generalized Encouragement-Based Instrumental Variables for Counterfactual RegressionCode0
Federated Smoothing Proximal Gradient for Quantile Regression with Non-Convex Penalties—0
Towards aerodynamic surrogate modeling based on β-variational autoencodersCode0
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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