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regression

Papers

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Showing 751–800 of 9424 papers

TitleStatusHype
An Accurate and Fully-Automated Ensemble Model for Weekly Time Series ForecastingCode1
Natural Posterior Network: Deep Bayesian Uncertainty for Exponential Family DistributionsCode1
NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera LocalizationCode1
AniFormer: Data-driven 3D Animation with TransformerCode1
Adversarial Driving: Attacking End-to-End Autonomous DrivingCode1
A Transformer Model for Symbolic Regression towards Scientific DiscoveryCode1
Adversarial Examples in Deep Learning for Multivariate Time Series RegressionCode1
Automated Explanation of Machine Learning Models of Footballing Actions in WordsCode1
Bayesian Optimization of Catalysis With In-Context LearningCode1
Neural Variational Gradient DescentCode1
NiftyNet: a deep-learning platform for medical imagingCode1
An information criterion for automatic gradient tree boostingCode1
NOMU: Neural Optimization-based Model UncertaintyCode1
Non-Gaussian Gaussian Processes for Few-Shot RegressionCode1
No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural NetworksCode1
Nowcasting in a Pandemic using Non-Parametric Mixed Frequency VARsCode1
CentripetalText: An Efficient Text Instance Representation for Scene Text DetectionCode1
Decoupled Adaptation for Cross-Domain Object DetectionCode1
On the functional form of the radial acceleration relationCode1
Operator Learning Using Random Features: A Tool for Scientific ComputingCode1
Optimizing Hyperparameters with Conformal Quantile RegressionCode1
OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal RegressionCode1
Package for Fast ABC-BoostCode1
Focaler-IoU: More Focused Intersection over Union LossCode1
pGMM Kernel Regression and Comparisons with Boosted TreesCode1
Econometric Inference for High Dimensional Predictive RegressionsCode1
Picasso: A Sparse Learning Library for High Dimensional Data Analysis in R and PythonCode1
Piecewise Linear Regression via a Difference of Convex FunctionsCode1
An Intuitive Tutorial to Gaussian Process RegressionCode1
A high performance globally exponentially stable sensorless observer for the IPMSM: Theoretical and experimental results—0
A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression—0
AdaBoost and Forward Stagewise Regression are First-Order Convex Optimization Methods—0
A High-accuracy Calibration Method of Transient TSEPs for Power Semiconductor Devices—0
Active Stacking for Heart Rate Estimation—0
More Robust Estimators for Instrumental-Variable Panel Designs, With An Application to the Effect of Imports from China on US Employment—0
A Hierarchical Bayesian Linear Regression Model with Local Features for Stochastic Dynamics Approximation—0
A Hidden Variables Approach to Multilabel Logistic Regression—0
Active-set algorithms based statistical inference for shape-restricted generalized additive Cox regression models—0
A hidden process regression model for functional data description. Application to curve discrimination—0
Active Linear Regression for _p Norms and Beyond—0
DomainSiam: Domain-Aware Siamese Network for Visual Object Tracking—0
Are Bitcoins price predictable? Evidence from machine learning techniques using technical indicators—0
Agriculture Commodity Arrival Prediction using Remote Sensing Data: Insights and Beyond—0
A Grey-box Launch-profile Aware Model for C+L Band Raman Amplification—0
Active Regression with Adaptive Huber Loss—0
Agreement Prediction of Arguments in Cyber Argumentation for Detecting Stance Polarity and Intensity—0
A Greedy Search Tree Heuristic for Symbolic Regression—0
Active Regression via Linear-Sample Sparsification—0
Accuracy of the Epic Sepsis Prediction Model in a Regional Health System—0
A Greedy Homotopy Method for Regression with Nonconvex Constraints—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