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regression

Papers

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Showing 5851–5875 of 9424 papers

TitleStatusHype
Component-wise Adaptive Trimming For Robust Mixture Regression—0
Secure and Differentially Private Bayesian Learning on Distributed Data—0
A Tree Architecture of LSTM Networks for Sequential Regression with Missing Data—0
Consistency of Extreme Learning Machines and Regression under Non-Stationarity and Dependence for ML-Enhanced Moving Objects—0
On the suitability of generalized regression neural networks for GNSS position time series prediction for geodetic applications in geodesy and geophysics—0
On the Nuisance of Control Variables in Regression Analysis—0
Symbolic Pregression: Discovering Physical Laws from Distorted Video—0
Fast cross-validation for multi-penalty ridge regression—0
LALR: Theoretical and Experimental validation of Lipschitz Adaptive Learning Rate in Regression and Neural Networks—0
BLAZE: Blazing Fast Privacy-Preserving Machine Learning—0
Noise-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer—0
Sparse Methods for Automatic Relevance DeterminationCode0
Classification vs regression in overparameterized regimes: Does the loss function matter?—0
BART-based inference for Poisson processes—0
Near Instance-Optimality in Differential Privacy—0
Achieving Online Regression Performance of LSTMs with Simple RNNs—0
Nested Model Averaging on Solution Path for High-dimensional Linear Regression—0
On Learnability under General Stochastic Processes—0
Learning Rate Annealing Can Provably Help Generalization, Even for Convex Problems—0
Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems—0
NIT-Agartala-NLP-Team at SemEval-2020 Task 8: Building Multimodal Classifiers to tackle Internet Humor—0
Scope Head for Accurate Localization in Object Detection—0
Topological regularization with information filtering networks—0
A Unified Weight Learning and Low-Rank Regression Model for Robust Complex Error Modeling—0
A Multi-Variate Triple-Regression Forecasting Algorithm for Long-Term Customized Allergy Season Prediction—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