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regression

Papers

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Showing 1601–1625 of 9424 papers

TitleStatusHype
Causal Inference with Double/Debiased Machine Learning for Evaluating the Health Effects of Multiple Mismeasured Pollutants—0
An Efficient Approach to Regression Problems with Tensor Neural Networks—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
Adiabatic Quantum Linear Regression—0
BERT Implementation for Detecting Adverse Drug Effects Mentions in Russian—0
Leave-one-out least squares Monte Carlo algorithm for pricing Bermudan options—0
A Comparison of Prediction Algorithms and Nexting for Short Term Weather Forecasts—0
CDTDS: Predicting Paraphrases in Twitter via Support Vector Regression—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
BERT-Beta: A Proactive Probabilistic Approach to Text Moderation—0
Censored Quantile Regression Forest—0
Benign Overfitting of Constant-Stepsize SGD for 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