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regression

Papers

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Showing 4951–5000 of 9424 papers

TitleStatusHype
Fast Generalized Matrix Regression with Applications in Machine Learning—0
Fast geometric trim fitting using partial incremental sorting and accumulation—0
Fast global convergence rates of gradient methods for high-dimensional statistical recovery—0
Fast gradient descent for drifting least squares regression, with application to bandits—0
Fast Graph Neural Tangent Kernel via Kronecker Sketching—0
Fast Image Super-Resolution Based on In-Place Example Regression—0
Fast Inference for Quantile Regression with Tens of Millions of Observations—0
fastkqr: A Fast Algorithm for Kernel Quantile Regression—0
Fast Learning in Quantitative Finance with Extreme Learning Machine—0
Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case—0
Fast Linear Model Trees by PILOT—0
Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees—0
Fast Low-Rank Tensor Decomposition by Ridge Leverage Score Sampling—0
Fast methods for training Gaussian processes on large data sets—0
Fast multi-output relevance vector regression—0
Fast Orthogonal Matching Pursuit through Successive Regression—0
Fast Online Changepoint Detection—0
Fast OSCAR and OWL with Safe Screening Rules—0
Fast Prediction for Large-Scale Kernel Machines—0
Fast Predictive Simple Geodesic Regression—0
Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics—0
Fast Randomized Kernel Ridge Regression with Statistical Guarantees—0
Fast Rates for Exp-concave Empirical Risk Minimization—0
Fast Rates for Nonparametric Online Learning: From Realizability to Learning in Games—0
Fast Regression of the Tritium Breeding Ratio in Fusion Reactors—0
Fast Regression with an _ Guarantee—0
Fast Ridge Regression with Randomized Principal Component Analysis and Gradient Descent—0
Fast Second-Order Stochastic Backpropagation for Variational Inference—0
Fast Second Order Stochastic Backpropagation for Variational Inference—0
Fast, smooth and adaptive regression in metric spaces—0
Fast Sparse Least-Squares Regression with Non-Asymptotic Guarantees—0
Fast Statistical Leverage Score Approximation in Kernel Ridge Regression—0
Fast Stochastic Variance Reduced Gradient Method with Momentum Acceleration for Machine Learning—0
Fast Supervised Discrete Hashing—0
Fast Tensor Completion via Approximate Richardson Iteration—0
Fatigue monitoring and maneuver identification for vehicle fleets using a virtual sensing approach—0
Fault Location Estimation by Using Machine Learning Methods in Mixed Transmission Lines—0
FCMI: Feature Correlation based Missing Data Imputation—0
FEAFA: A Well-Annotated Dataset for Facial Expression Analysis and 3D Facial Animation—0
Feature Adaptation for Sparse Linear Regression—0
Feature Aggregation in Joint Sound Classification and Localization Neural Networks—0
Feature-distributed sparse regression: a screen-and-clean approach—0
Feature-Enriched Character-Level Convolutions for Text Regression—0
Feature Learning to Automatically Assess Radiographic Knee Osteoarthritis Severity—0
Feature Multi-Selection among Subjective Features—0
Feature Ranking for Semi-supervised Learning—0
Feature Relevance Determination for Ordinal Regression in the Context of Feature Redundancies and Privileged Information—0
Feature-Rich Error Detection in Scientific Writing Using Logistic Regression—0
Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment—0
Feature selection algorithm based on Catastrophe model to improve the performance of regression analysis—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