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regression

Papers

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Showing 751–800 of 9424 papers

TitleStatusHype
FIRAL: An Active Learning Algorithm for Multinomial Logistic Regression—0
Extending Explainable Ensemble Trees (E2Tree) to regression contexts—0
Regression with Large Language Models for Materials and Molecular Property Prediction—0
Approximation Bounds for Recurrent Neural Networks with Application to Regression—0
Inference for Large Scale Regression Models with Dependent Errors—0
Lepskii Principle for Distributed Kernel Ridge Regression—0
Benchmarking Estimators for Natural Experiments: A Novel Dataset and a Doubly Robust Algorithm—0
Enhancing Uncertainty Quantification in Drug Discovery with Censored Regression LabelsCode1
Active learning for regression in engineering populations: A risk-informed approach—0
A semi-supervised learning using over-parameterized regression—0
An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis—0
A Unified Approach to Inferring Chemical Compounds with the Desired Aqueous SolubilityCode0
Reprojection Errors as Prompts for Efficient Scene Coordinate Regression—0
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMsCode0
The Prevalence of Neural Collapse in Neural Multivariate Regression—0
Performance of Empirical Risk Minimization For Principal Component Regression—0
Overfitting Behaviour of Gaussian Kernel Ridgeless Regression: Varying Bandwidth or Dimensionality—0
RETAIN: Interactive Tool for Regression Testing Guided LLM Migration—0
Tensor network square root Kalman filter for online Gaussian process regression—0
Safety vs. Performance: How Multi-Objective Learning Reduces Barriers to Market Entry—0
Deep Learning for Multi-Country GDP Prediction: A Study of Model Performance and Data ImpactCode0
Momentum Dynamics in Competitive Sports: A Multi-Model Analysis Using TOPSIS and Logistic Regression—0
Demographic parity in regression and classification within the unawareness framework—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
A sparse PAC-Bayesian approach for high-dimensional quantile prediction—0
Generative Principal Component Regression via Variational InferenceCode1
Improving Adaptivity via Over-Parameterization in Sequence Models—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
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
Automatic detection of Mild Cognitive Impairment using high-dimensional acoustic features in spontaneous speech—0
A Comparative Study of Hyperparameter Tuning Methods—0
Real-Time Energy Pricing in New Zealand: An Evolving Stream AnalysisCode0
HEAD: A Bandwidth-Efficient Cooperative Perception Approach for Heterogeneous Connected and Autonomous Vehicles—0
Can Transformers Do Enumerative Geometry?Code0
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
Evolvable Psychology Informed Neural Network for Memory Behavior Modeling—0
Event Detection via Probability Density Function RegressionCode0
Predicting Affective States from Screen Text Sentiment—0
Enhancing Causal Discovery in Financial Networks with Piecewise Quantile Regression—0
Quantifying Behavioural Distance Between Mathematical Expressions—0
Interpretable Long-term Action Quality AssessmentCode1
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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