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regression

Papers

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Showing 5251–5300 of 9424 papers

TitleStatusHype
Signal classification using weighted orthogonal regression method—0
Robust Finite Mixture Regression for Heterogeneous Targets—0
NEMO: Frequentist Inference Approach to Constrained Linguistic Typology Feature Prediction in SIGTYP 2020 Shared TaskCode0
A Generalized Stacking for Implementing Ensembles of Gradient Boosting Machines—0
Automatic Quantification of Settlement Damage using Deep Learning of Satellite Images—0
On Feature Selection Using Anisotropic General Regression Neural NetworkCode1
A Case-Study on the Impact of Dynamic Time Warping in Time Series Regression—0
Kernel Methods for Causal Functions: Dose, Heterogeneous, and Incremental Response Curves—0
Maximin Optimization for Binary Regression—0
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework—0
CryptoCredit: Securely Training Fair Models—0
Predictive Modeling of Anatomy with Genetic and Clinical DataCode0
Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation—0
Few-shot Learning for Spatial Regression—0
Sparse network asymptotics for logistic regression—0
Physics-Informed Gaussian Process Regression for Probabilistic States Estimation and Forecasting in Power Grids—0
Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination—0
Yield Optimization using Hybrid Gaussian Process Regression and a Genetic Multi-Objective ApproachCode0
Interpreting Unconditional Quantile Regression with Conditional Independence—0
Combining Deep Learning and String Kernels for the Localization of Swiss German Tweets—0
pymia: A Python package for data handling and evaluation in deep learning-based medical image analysisCode1
Kernel regression in high dimensions: Refined analysis beyond double descent—0
CoRe: Color Regression for Multicolor Fashion Garments—0
Recyclable Gaussian ProcessesCode1
A Transformer-based Framework for Multivariate Time Series Representation LearningCode1
Robust priors for regularized regressionCode0
Splitting Gaussian Process Regression for Streaming Data—0
ERFit: Entropic Regression Fit Matlab Package, for Data-Driven System Identification of Underlying Dynamic EquationsCode0
Robust and Efficient Estimation of Potential Outcome Means under Random Assignment—0
Short-term prediction of photovoltaic power generation using Gaussian process regression—0
On the Universality of the Double Descent Peak in Ridgeless RegressionCode0
Exploring Semantic Capacity of TermsCode0
Multi-Resolution Fusion and Multi-scale Input Priors Based Crowd Counting—0
MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object DetectionCode0
Surface Agnostic Metrics for Cortical Volume Segmentation and Regression—0
PrognoseNet: A Generative Probabilistic Framework for Multimodal Position Prediction given Context Information—0
Incorporating Machine Learning to Evaluate Solutions to the University Course Timetabling Problem—0
Explainable Online Validation of Machine Learning Models for Practical Applications—0
Local Regression Distribution EstimatorsCode0
Evaluation of company investment value based on machine learning—0
Adaptive Online Estimation of Piecewise Polynomial Trends—0
Consistent regression when oblivious outliers overwhelm—0
First-order Optimization for Superquantile-based Supervised LearningCode0
Quantile Surfaces -- Generalizing Quantile Regression to Multivariate Targets—0
A Framework of Learning Through Empirical Gain Maximization—0
Neural Model-based Optimization with Right-Censored Observations—0
Benign overfitting in ridge regression—0
Dynamic sparsity on dynamic regression models—0
Estimation of Switched Markov Polynomial NARX models—0
Selective Cascade of Residual ExtraTrees—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