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regression

Papers

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Showing 4551–4600 of 9424 papers

TitleStatusHype
Distributionally Robust Learning in Survival Analysis—0
An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression—0
Distributionally Robust Learning—0
Distributionally Robust Active Learning for Gaussian Process Regression—0
Bayesian Optimization with Informative Covariance—0
Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls—0
Distributional loss for convolutional neural network regression and application to GNSS multi-path estimation—0
Bayesian Optimization that Limits Search Region to Lower Dimensions Utilizing Local GPR—0
An Analysis of Sketched IRLS for Accelerated Sparse Residual Regression—0
Distributional Hardness Against Preconditioned Lasso via Erasure-Robust Designs—0
Distributional encoding for Gaussian process regression with qualitative inputs—0
An Analysis of Loss Functions for Binary Classification and Regression—0
Bayesian Optimization by Kernel Regression and Density-based Exploration—0
A deep learning-based method for relative location prediction in CT scan images—0
A comparison of apartment rent price prediction using a large dataset: Kriging versus DNN—0
A better method to enforce monotonic constraints in regression and classification trees—0
Distributed Sparse Regression via Penalization—0
Recovery Guarantees for Distributed-OMP—0
Bayesian Nonlinear Regression using Sums of Simple Functions—0
Distributed Sparse Linear Regression under Communication Constraints—0
Distributed Sketching Methods for Privacy Preserving Regression—0
Bayesian Neural Network via Stochastic Gradient Descent—0
An analysis of least squares regression and neural networks approximation for the pricing of swing options—0
Bayesian Neural Networks: An Introduction and Survey—0
Distributed Parameter Map-Reduce—0
Distributed Online Linear Regression—0
Bayesian Network Learning via Topological Order—0
An Analysis of Classification Approaches for Hit Song Prediction using Engineered Metadata Features with Lyrics and Audio Features—0
A Deep Learning Approach for Characterizing Major Galaxy Mergers—0
Distributed Nonparametric Regression under Communication Constraints—0
Distributed Nonparametric Estimation under Communication Constraints—0
Bayesian Multivariate Quantile Regression with alternative Time-varying Volatility Specifications—0
Distributed Linear Regression with Compositional Covariates—0
Bayesian Model Selection Methods for Mutual and Symmetric k-Nearest Neighbor Classification—0
An Analysis of Active Learning With Uniform Feature Noise—0
Distributed Learning with Discretely Observed Functional Data—0
Distributed Learning with Dependent Samples—0
Bayesian model selection consistency and oracle inequality with intractable marginal likelihood—0
Distributed Learning Consensus Control for Unknown Nonlinear Multi-Agent Systems based on Gaussian Processes—0
Distributed Kernel Ridge Regression with Communications—0
Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm—0
Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network Based Vector-to-Vector Regression—0
A decomposition method to evaluate the `paradox of progress' with evidence for Argentina—0
A comparison between Recurrent Neural Networks and classical machine learning approaches In Laser induced breakdown spectroscopy—0
Distributed High-dimensional Regression Under a Quantile Loss Function—0
Bayesian Modeling of TVP-VARs Using Regression Trees—0
Distributed Generalized Cross-Validation for Divide-and-Conquer Kernel Ridge Regression and its Asymptotic Optimality—0
Distributed Gaussian Processes—0
Bayesian mixtures of spatial spline regressions—0
Analyzing Trendy Twitter Hashtags in the 2022 French Election—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