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regression

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Showing 6101–6150 of 9424 papers

TitleStatusHype
Optimal Estimator for Unlabeled Linear Regression—0
One-shot Distributed Ridge Regression in High Dimensions—0
Acceleration through spectral density estimation—0
Smaller, more accurate regression forests using tree alternating optimization—0
Sparse Shrunk Additive Models—0
Uniform Convergence of Rank-weighted Learning—0
Online Convex Optimization in the Random Order Model—0
Safe screening rules for L0-regression—0
Fast OSCAR and OWL with Safe Screening Rules—0
On Semi-parametric Inference for BART—0
Quantile Causal DiscoveryCode0
Healing Gaussian Process Experts—0
Boosted Histogram Transform for Regression—0
Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling—0
Simplicial Complex Networks—0
Unseen Face Presentation Attack Detection Using Class-Specific Sparse One-Class Multiple Kernel Fusion Regression—0
Approximate Inference for Fully Bayesian Gaussian Process RegressionCode0
Randomly Projected Additive Gaussian Processes for RegressionCode0
Conditional Correlations and Principal Regression Analysis for Futures—0
Fast Generalized Matrix Regression with Applications in Machine Learning—0
Minimax Semiparametric Learning With Approximate Sparsity—0
One-Class Classification by Ensembles of Regression models -- a detailed studyCode0
W-PoseNet: Dense Correspondence Regularized Pixel Pair Pose Regression—0
Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost VolumeCode0
Meta-analysis of heterogeneous data: integrative sparse regression in high-dimensionsCode0
Scalable Gaussian Process Regression for Kernels with a Non-Stationary Phase—0
Attack-Resistant Federated Learning with Residual-based ReweightingCode0
Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization—0
Broad Learning System Based on Maximum Correntropy Criterion—0
An improper estimator with optimal excess risk in misspecified density estimation and logistic regression—0
Extraction of Heart Rate from PPG Signal: A Machine Learning Approach using Decision Tree Regression Algorithm—0
Black Box Algorithm Selection by Convolutional Neural Network—0
On the Initialization of Long Short-Term Memory Networks—0
A Regression Framework for Predicting User's Next Location using Call Detail Records—0
Probability Calibration for Knowledge Graph Embedding Models—0
Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition—0
One-Shot Decision-Making with and without SurrogatesCode0
Meta Decision Trees for Explainable Recommendation Systems—0
Bayesian high-dimensional linear regression with generic spike-and-slab priors—0
HAMBox: Delving into Online High-quality Anchors Mining for Detecting Outer Faces—0
Analytic Continued Fractions for Regression: A Memetic Algorithm Approach—0
Heteroscedastic Gaussian Process Regression on the Alkenone over Sea Surface TemperaturesCode0
ScanRefer: 3D Object Localization in RGB-D Scans using Natural LanguageCode0
Benchmarking the Neural Linear Model for Regression—0
Neural networks and kernel ridge regression for excited states dynamics of CH_2NH_2^+: From single-state to multi-state representations and multi-property machine learning models—0
Hybrid threats as an exogenous economic shock—0
ViPR: Visual-Odometry-aided Pose Regression for 6DoF Camera Localization—0
Performance of regression models as a function of experiment noiseCode0
Extrinsic Kernel Ridge Regression Classifier for Planar Kendall Shape SpaceCode0
Kernel-Based Ensemble Learning in PythonCode0
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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