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regression

Papers

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Showing 1601–1650 of 9424 papers

TitleStatusHype
Causal Inference with Double/Debiased Machine Learning for Evaluating the Health Effects of Multiple Mismeasured Pollutants—0
Comparing Semi-Parametric Model Learning Algorithms for Dynamic Model Estimation in Robotics—0
An Online Learning Algorithm for Neuromorphic Hardware Implementation—0
Causal Interpretation of Regressions With Ranks—0
Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners—0
An O(n(n)) Algorithm for Projecting Onto the Ordered Weighted _1 Norm Ball—0
A non-parametric conditional factor regression model for high-dimensional input and response—0
Causally Regularized Learning with Agnostic Data Selection Bias—0
An Optimal House Price Prediction Algorithm: XGBoost—0
Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization—0
Comparison Analysis of Tree Based and Ensembled Regression Algorithms for Traffic Accident Severity Prediction—0
Analyzing CART—0
An Efficient Approach to Regression Problems with Tensor Neural Networks—0
Adiabatic Quantum Linear Regression—0
BERT Implementation for Detecting Adverse Drug Effects Mentions in Russian—0
CEC-MMR: Cross-Entropy Clustering Approach to Multi-Modal Regression—0
Advertising Media and Target Audience Optimization via High-dimensional Bandits—0
A Convex Sparse PCA for Feature Analysis—0
A Note on Coding and Standardization of Categorical Variables in (Sparse) Group Lasso Regression—0
Cello: Efficient Computer Systems Optimization with Predictive Early Termination and Censored Regression—0
A Note on Estimation Error Bound and Grouping Effect of Transfer Elastic Net—0
CensNet: Convolution with Edge-Node Switching in Graph Neural Networks—0
Leave-one-out least squares Monte Carlo algorithm for pricing Bermudan options—0
Censored Quantile Regression Forest—0
A Comparison of Prediction Algorithms and Nexting for Short Term Weather Forecasts—0
Censored Quantile Regression with Many Controls—0
Center3D: Center-based Monocular 3D Object Detection with Joint Depth Understanding—0
BERT-Beta: A Proactive Probabilistic Approach to Text Moderation—0
Benign Overfitting of Constant-Stepsize SGD for Linear Regression—0
An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis—0
Benign overfitting in ridge regression—0
Cephalometric Landmark Regression with Convolutional Neural Networks on 3D Computed Tomography Data—0
A Novel Approach in Solving Stochastic Generalized Linear Regression via Nonconvex Programming—0
Certified Continual Learning for Neural Network Regression—0
Certifying Data-Bias Robustness in Linear Regression—0
Benign Overfitting in Out-of-Distribution Generalization of Linear Models—0
A Novel Bounding Box Regression Method for Single Object Tracking—0
An Efficient Algorithm for Bayesian Nearest Neighbours—0
Chaining Bounds for Empirical Risk Minimization—0
Change Impact Analysis Based Regression Testing of Web Services—0
Change-Point Detection in Time Series Using Mixed Integer Programming—0
A Novel Clustering-Based Algorithm for Continuous and Non-invasive Cuff-Less Blood Pressure Estimation—0
Adiabatic Quantum Feature Selection for Sparse Linear Regression—0
Characterizing Implicit Bias in Terms of Optimization Geometry—0
Characterizing instance hardness in classification and regression problems—0
Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum—0
Comparative Studies of Unsupervised and Supervised Learning Methods based on Multimedia Applications—0
Benign Overfitting in Linear Regression—0
Chasing the Tail in Monocular 3D Human Reconstruction with Prototype Memory—0
Benign-Overfitting in Conditional Average Treatment Effect Prediction with Linear 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