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regression

Papers

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Showing 3101–3150 of 9424 papers

TitleStatusHype
Bayesian Variable Selection in a Million DimensionsCode1
LiDAR-based localization using universal encoding and memory-aware regressionCode0
A penalized two-pass regression to predict stock returns with time-varying risk premia—0
An Evidential Neural Network Model for Regression Based on Random Fuzzy Numbers—0
The Effect of Omitted Variables on the Sign of Regression Coefficients—0
Benchmarking Visual-Inertial Deep Multimodal Fusion for Relative Pose Regression and Odometry-aided Absolute Pose Regression—0
INSightR-Net: Interpretable Neural Network for Regression using Similarity-based Comparisons to Prototypical ExamplesCode0
Robust Rayleigh Regression Method for SAR Image Processing in Presence of Outliers—0
Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel DataCode0
HOB-CNN: Hallucination of Occluded Branches with a Convolutional Neural Network for 2D Fruit Trees—0
Model selection with Gini indices under auto-calibration—0
Analysis and Design of Quadratic Neural Networks for Regression, Classification, and Lyapunov Control of Dynamical Systems—0
Differentially Private Estimation via Statistical Depth—0
Sparse Bayesian State-Space and Time-Varying Parameter Models—0
Machine Learning to Predict the Antimicrobial Activity of Cold Atmospheric Plasma-Activated Liquids—0
Can we achieve robustness from data alone?—0
Spatial-temporal Analysis for Automated Concrete Workability Estimation—0
Testing the Robustness of Learned Index StructuresCode0
Jointly Predicting Emotion, Age, and Country Using Pre-Trained Acoustic EmbeddingCode0
Exploring Financial Networks Using Quantile Regression and Granger Causality—0
Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks—0
Discrete-Constrained Regression for Local Counting ModelsCode0
Provably tuning the ElasticNet across instances—0
Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding—0
Heterogeneous Treatment Effect with Trained Kernels of the Nadaraya-Watson RegressionCode0
Asymptotic Properties of Endogeneity Corrections Using Nonlinear Transformations—0
An Efficient Method for Face Quality Assessment on the Edge—0
Adaptive Testing for Connected and Automated Vehicles with Sparse Control Variates in Overtaking Scenarios—0
Action Quality Assessment with Temporal Parsing TransformerCode1
Rethinking IoU-based Optimization for Single-stage 3D Object DetectionCode1
Roughness of molecular property landscapes and its impact on modellabilityCode0
Is Vertical Logistic Regression Privacy-Preserving? A Comprehensive Privacy Analysis and Beyond—0
Package for Fast ABC-BoostCode1
pGMM Kernel Regression and Comparisons with Boosted TreesCode1
Implementation of Machine Learning-based DER Local Control Schemes on Measurement Devices for Counteracting Communication Failures—0
GANDALF: Gated Adaptive Network for Deep Automated Learning of FeaturesCode1
Isotonic propensity score matching—0
Explainable Deep Belief Network based Auto encoder using novel Extended Garson Algorithm—0
Nonparametric regression with modified ReLU networks—0
Online Lewis Weight Sampling—0
Uncertainty Calibration in Bayesian Neural Networks via Distance-Aware Priors—0
A Singular Woodbury and Pseudo-Determinant Matrix Identities and Application to Gaussian Process RegressionCode0
Transfer learning for time series classification using synthetic data generationCode1
An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory SystemCode1
Towards Lightweight Super-Resolution with Dual Regression LearningCode2
Adaptive Sketches for Robust Regression with Importance Sampling—0
Adversarial Sign-Corrupted Isotonic RegressionCode0
Work In Progress: Safety and Robustness Verification of Autoencoder-Based Regression Models using the NNV Tool—0
Two-stage differences in differences—0
Online Active 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