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regression

Papers

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Showing 6751–6800 of 9424 papers

TitleStatusHype
Parallel and Communication Avoiding Least Angle Regression—0
Particle swarm optimization model to predict scour depth around bridge pier—0
Asymptotic learning curves of kernel methods: empirical data v.s. Teacher-Student paradigm—0
ABCD Neurocognitive Prediction Challenge 2019: Predicting individual fluid intelligence scores from structural MRI using probabilistic segmentation and kernel ridge regression—0
Fast and Accurate Gaussian Kernel Ridge Regression Using Matrix Decompositions for Preconditioning—0
Kernel Truncated Randomized Ridge Regression: Optimal Rates and Low Noise Acceleration—0
HDI-Forest: Highest Density Interval Regression ForestCode0
Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar—0
Dirac Delta Regression: Conditional Density Estimation with Clinical TrialsCode0
Glioma Grade Prediction Using Wavelet Scattering-Based Radiomics—0
Outlier Robust Extreme Learning Machine for Multi-Target Regression—0
Multi-Task Kernel Null-Space for One-Class Classification—0
Prediction of Construction Cost for Field Canals Improvement Projects in Egypt—0
Time Series Analysis and Forecasting of the US Housing Starts using Econometric and Machine Learning Model—0
Exploring helical dynamos with machine learningCode0
Conditionally-additive-noise Models for Structure Learning—0
Investigating Flight Envelope Variation Predictability of Impaired Aircraft using Least-Squares Regression Analysis—0
Iterative Estimation of Nonparametric Regressions with Continuous Endogenous Variables and Discrete Instruments—0
Gradient tree boosting with random output projections for multi-label classification and multi-output regression—0
Practical Bayesian Optimization with Threshold-Guided Marginal Likelihood MaximizationCode0
Quantitative Error Prediction of Medical Image Registration using Regression ForestsCode0
Every Sample a Task: Pushing the Limits of Heterogeneous Models with Personalized Regression—0
Interpretable Robust Recommender Systems with Side Information—0
Fooling Computer Vision into Inferring the Wrong Body Mass Index—0
Error Correcting Algorithms for Sparsely Correlated Regressors—0
Reduced-order modeling using Dynamic Mode Decomposition and Least Angle Regression—0
Improving Regression-based Event Study Analysis Using a Topological Machine-learning Method—0
Survival of the Fittest in PlayerUnknown BattleGround—0
Tight Kernel Query Complexity of Kernel Ridge Regression and Kernel k-means Clustering—0
Optimizing MRF-ASL Scan Design for Precise Quantification of Brain Hemodynamics using Neural Network Regression—0
Geometric Losses for Distributional Learning—0
Distribution Calibration for Regression—0
Efficient hinging hyperplanes neural network and its application in nonlinear system identification—0
Nonlinear Semi-Parametric Models for Survival AnalysisCode0
Transition Subspace Learning based Least Squares Regression for Image Classification—0
List-Decodable Linear Regression—0
Dimensionality Reduction for Tukey Regression—0
Federated Multi-task Hierarchical Attention Model for Sensor Analytics—0
Locally Weighted Regression Pseudo-Rehearsal for Online Learning of Vehicle Dynamics—0
A New Look at an Old Problem: A Universal Learning Approach to Linear RegressionCode0
A fast online cascaded regression algorithm for face alignment—0
The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output ProblemsCode0
Two-stage Best-scored Random Forest for Large-scale Regression—0
Optimal Statistical Rates for Decentralised Non-Parametric Regression with Linear Speed-Up—0
Regression from Dependent Observations—0
Conformalized Quantile RegressionCode0
Evaluating the Stability of Recurrent Neural Models during Training with Eigenvalue Spectra Analysis—0
Convolutional Mesh Regression for Single-Image Human Shape ReconstructionCode0
A deep learning approach for analyzing the composition of chemometric data—0
F-measure Maximizing Logistic Regression—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