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regression

Papers

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Showing 1801–1825 of 9424 papers

TitleStatusHype
Uncertainty Quantification Metrics for Deep Regression—0
Differentially Private Post-Processing for Fair RegressionCode0
Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance LearningCode0
Scalable Vertical Federated Learning via Data Augmentation and Amortized Inference—0
Multiparameter regularization and aggregation in the context of polynomial functional regression—0
A Primer on the Analysis of Randomized Experiments and a Survey of some Recent Advances—0
Braced Fourier Continuation and Regression for Anomaly DetectionCode0
Enhancing Social Media Post Popularity Prediction with Visual Content—0
Deep Learning and Transfer Learning Architectures for English Premier League Player Performance ForecastingCode0
Unleashing the Power of AI: Transforming Marketing Decision-Making in Heavy Machinery with Machine Learning, Radar Chart Simulation, and Markov Chain Analysis—0
Exploring Speech Pattern Disorders in Autism using Machine Learning—0
Multivariate Bayesian Last Layer for Regression: Uncertainty Quantification and Disentanglement—0
Explainable Multi-Label Classification of MBTI Types—0
Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest MonitoringCode0
Kernel-based Learning for Safe Control of Discrete-Time Unknown Systems under Incomplete Observations—0
Optimal Bias-Correction and Valid Inference in High-Dimensional Ridge Regression: A Closed-Form Solution—0
Derivative-based regularization for regression—0
Joint Optimization of Piecewise Linear Ensembles—0
Regression for matrix-valued data via Kronecker products factorization—0
On the weight dynamics of learning networks—0
Online and Offline Robust Multivariate Linear Regression—0
Unifying Simulation and Inference with Normalizing FlowsCode0
Adaptive Regulated Sparsity Promoting Approach for Data-Driven Modeling and Control of Grid-Connected Solar Photovoltaic Generation—0
Application of Deep Learning for Factor Timing in Asset Management—0
The Inefficiency of Genetic Programming for Symbolic Regression -- Extended Version—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