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regression

Papers

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Showing 2876–2900 of 9424 papers

TitleStatusHype
Optimal Rates and Saturation for Noiseless Kernel Ridge Regression—0
Black Box Algorithm Selection by Convolutional Neural Network—0
Deep Learning Regression of VLSI Plasma Etch Metrology—0
Balancing Statistical and Computational Precision: A General Theory and Applications to Sparse Regression—0
Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination—0
Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation—0
Efficient Gaussian Neural Processes for Regression—0
A Unified Weight Learning and Low-Rank Regression Model for Robust Complex Error Modeling—0
A machine learning-based framework for high resolution mapping of PM2.5 in Tehran, Iran, using MAIAC AOD data—0
Efficient hinging hyperplanes neural network and its application in nonlinear system identification—0
Phase transitions in nonparametric regressions—0
Deep Learning Models to Predict Pediatric Asthma Emergency Department Visits—0
Efficient Image Set Classification using Linear Regression based Image Reconstruction—0
Efficient improper learning for online logistic regression—0
Efficient kernel surrogates for neural network-based regression—0
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression—0
Efficient Least Squares Monte-Carlo Technique for PFE/EE Calculations—0
Efficient Line Search Method Based on Regression and Uncertainty Quantification—0
Efficient List-Decodable Regression using Batches—0
Efficient Privacy Preserving Logistic Regression for Horizontally Distributed Data—0
Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering—0
Detecting Multiple Structural Breaks in Systems of Linear Regression Equations with Integrated and Stationary Regressors—0
Efficiently Using Second Order Information in Large l1 Regularization Problems—0
Efficient Methods for Online Multiclass Logistic Regression—0
Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?—0
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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