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regression

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Showing 4151–4200 of 9424 papers

TitleStatusHype
Disjoint Contrastive Regression Learning for Multi-Sourced Annotations—0
Time varying regression with hidden linear dynamics—0
Improving Nonparametric Classification via Local Radial Regression with an Application to Stock Prediction—0
Nested Nonparametric Instrumental Variable Regression—0
Exponential Family Model-Based Reinforcement Learning via Score MatchingCode0
Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds—0
MPCLeague: Robust MPC Platform for Privacy-Preserving Machine Learning—0
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine LearningCode0
The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions—0
Analytical Modelling of Exoplanet Transit Specroscopy with Dimensional Analysis and Symbolic Regression—0
Bayesian Approaches to Shrinkage and Sparse EstimationCode0
Preserving gauge invariance in neural networks—0
Deep Learning Based 3D Point Cloud Regression for Estimating Forest Biomass—0
Predicting treatment effects from observational studies using machine learning methods: A simulation study—0
CORE: A Knowledge Graph Entity Type Prediction Method via Complex Space Regression and Embedding—0
Modelling of Received Signals in Molecular Communication Systems based machine learning: Comparison of azure machine learning and Python tools—0
Discretization and Re-synthesis: an alternative method to solve the Cocktail Party Problem—0
Correlated Product of Experts for Sparse Gaussian Process Regression—0
Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding—0
A prediction-based approach for online dynamic patient scheduling: a case study in radiotherapy treatment—0
Uniform Convergence Results for the Local Linear Regression Estimation of the Conditional Distribution—0
Lassoed Boosting and Linear Prediction in the Equities Market—0
Toward Minimal Misalignment at Minimal Cost in One-Stage and Anchor-Free Object DetectionCode0
Stock prices and Macroeconomic indicators: Investigating a correlation in Indian context—0
Machine learning a manifold—0
Bayesian Learning of Play Styles in Multiplayer Video Games—0
Predicting Airbnb Rental Prices Using Multiple Feature Modalities—0
Self-Paced Deep Regression Forests with Consideration of Ranking FairnessCode0
Quantile Regression under Limited Dependent Variable—0
AI and extreme scale computing to learn and infer the physics of higher order gravitational wave modes of quasi-circular, spinning, non-precessing binary black hole mergers—0
How Good are Low-Rank Approximations in Gaussian Process Regression?Code0
Housing Price Prediction Model Selection Based on Lorenz and Concentration Curves: Empirical Evidence from Tehran Housing Market—0
Neural Multi-Quantile Forecasting for Optimal Inventory Management—0
Structure-Preserving Learning Using Gaussian Processes and Variational Integrators—0
Modelling DDoS Attacks in IoT Networks using Machine Learning—0
On the Relation between Prediction and Imputation Accuracy under Missing Covariates—0
Multi-objective simulation optimization of the adhesive bonding process of materials—0
Regularized Modal Regression on Markov-dependent Observations: A Theoretical Assessment—0
Differentially Private Ensemble Classifiers for Data StreamsCode0
Autoregressive Quantile Flows for Predictive Uncertainty Estimation—0
Relaxation of Conditions for Convergence of Dynamic Regressor Extension and Mixing Procedure—0
Optimistic Rates: A Unifying Theory for Interpolation Learning and Regularization in Linear Regression—0
DMRVisNet: Deep Multi-head Regression Network for Pixel-wise Visibility Estimation Under Foggy Weather—0
Mesh-Based Solutions for Nonparametric Penalized Regression—0
Accelerating Understanding of Scientific Experiments with End to End Symbolic Regression—0
Universalizing Weak Supervision—0
Phase transitions in nonparametric regressions—0
A decomposition method to evaluate the `paradox of progress' with evidence for Argentina—0
Nonparametric Treatment Effect Identification in School Choice—0
Bounding Wasserstein distance with couplingsCode0
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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