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regression

Papers

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Showing 3601–3650 of 9424 papers

TitleStatusHype
Machine Learning to Predict the Antimicrobial Activity of Cold Atmospheric Plasma-Activated Liquids—0
Sparse Bayesian State-Space and Time-Varying Parameter Models—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
Provably tuning the ElasticNet across instances—0
Discrete-Constrained Regression for Local Counting ModelsCode0
Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding—0
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
Heterogeneous Treatment Effect with Trained Kernels of the Nadaraya-Watson RegressionCode0
Is Vertical Logistic Regression Privacy-Preserving? A Comprehensive Privacy Analysis and Beyond—0
Roughness of molecular property landscapes and its impact on modellabilityCode0
Explainable Deep Belief Network based Auto encoder using novel Extended Garson Algorithm—0
Isotonic propensity score matching—0
Implementation of Machine Learning-based DER Local Control Schemes on Measurement Devices for Counteracting Communication Failures—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
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
On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction and Age Estimation Based on the 12-Lead ECG—0
Two-stage differences in differences—0
Online Active Regression—0
Coronavirus disease situation analysis and prediction using machine learning: a study on Bangladeshi population—0
Conditional Energy-Based Models for Implicit Policies: The Gap between Theory and Practice—0
AGBoost: Attention-based Modification of Gradient Boosting Machine—0
Logistics, Graphs, and Transformers: Towards improving Travel Time EstimationCode0
(Nearly) Optimal Private Linear Regression via Adaptive Clipping—0
Nonlinear Sufficient Dimension Reduction for Distribution-on-Distribution RegressionCode0
A Waste Copper Granules Rating System Based on Machine Vision—0
RRMSE Voting Regressor: A weighting function based improvement to ensemble regression—0
Energy Trees: Regression and Classification With Structured and Mixed-Type Covariates—0
Attention and Self-Attention in Random Forests—0
Identification of Intraday False Data Injection Attack on DER Dispatch Signals—0
Multi-view Attention for gestational age at birth predictionCode0
Spatial Econometrics for Misaligned Data—0
On the Subspace Structure of Gradient-Based Meta-Learning—0
A Solver + Gradient Descent Training Algorithm for Deep Neural Networks—0
Sampling from Pre-Images to Learn Heuristic Functions for Classical Planning—0
Improved conformalized quantile regression—0
Quantitative Assessment of DESIS Hyperspectral Data for Plant Biodiversity Estimation in Australia—0
Ordinal Regression via Binary Preference vs Simple Regression: Statistical and Experimental Perspectives—0
Adaptive deep learning for nonlinear time series models—0
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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