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regression

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Showing 4901–4950 of 9424 papers

TitleStatusHype
Factor-augmented sparse MIDAS regressions with an application to nowcasting—0
Factorized MultiClass Boosting—0
Factorized Structured Regression for Large-Scale Varying Coefficient Models—0
Faheem at NADI shared task: Identifying the dialect of Arabic tweet—0
Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent—0
Fair and Accurate Regression: Strong Formulations and Algorithms—0
Fair learning with Wasserstein barycenters for non-decomposable performance measures—0
fairml: A Statistician's Take on Fair Machine Learning Modelling—0
Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparency—0
Fairness-aware Regression Robust to Adversarial Attacks—0
Fairness Perceptions in Regression-based Predictive Models—0
Fair quantile regression—0
Fair Regression under Sample Selection Bias—0
Fair regression via plug-in estimator and recalibration with statistical guarantees—0
Fair Regression with Wasserstein Barycenters—0
Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem—0
Faithful Variable Screening for High-Dimensional Convex Regression—0
False Positive Detection and Prediction Quality Estimation for LiDAR Point Cloud Segmentation—0
Families of Parsimonious Finite Mixtures of Regression Models—0
Famous Companies Use More Letters in Logo:A Large-Scale Analysis of Text Area in Logo—0
Fantastic 4 system for NIST 2015 Language Recognition Evaluation—0
Fast Algorithms for Quantile Regression with Selection—0
Fast Algorithms for Segmented Regression—0
Fast and Accurate Gaussian Kernel Ridge Regression Using Matrix Decompositions for Preconditioning—0
Fast and Accurate Image Upscaling With Super-Resolution Forests—0
Fast and Accurate: Structure Coherence Component for Face Alignment—0
Fast and Flexible Bayesian Inference in Time-varying Parameter Regression Models—0
Fast and Reliable Jackknife and Bootstrap Methods for Cluster-Robust Inference—0
Fast and Robust Least Squares Estimation in Corrupted Linear Models—0
Fast and Robust Sparsity Learning over Networks: A Decentralized Surrogate Median Regression Approach—0
Fast and Scalable Estimator for Sparse and Unit-Rank Higher-Order Regression Models—0
Fast Approximate L_infty Minimization: Speeding Up Robust Regression—0
Fast approximative estimation of conditional Shapley values when using a linear regression model or a polynomial regression model—0
Fast Bayesian Feature Selection for High Dimensional Linear Regression in Genomics via the Ising Approximation—0
Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression—0
FastCAR: Fast Classification And Regression Multi-Task Learning via Task Consolidation for Modelling a Continuous Property Variable of Object Classes—0
Fast Classification Rates for High-dimensional Gaussian Generative Models—0
Fast Computation of Leave-One-Out Cross-Validation for k-NN Regression—0
Fast cross-validation for multi-penalty ridge regression—0
Fast Data-driven Greedy Sensor Selection for Ridge Regression—0
Fast, Dense Feature SDM on an iPhone—0
Fast Distribution To Real Regression—0
Fast DPP Sampling for Nyström with Application to Kernel Methods—0
Faster Algorithms for Learning Convex Functions—0
Faster Kernel Interpolation for Gaussian Processes—0
Faster Low-Rank Approximation and Kernel Ridge Regression via the Block-Nyström Method—0
Faster Principal Component Regression and Stable Matrix Chebyshev Approximation—0
Faster Ridge Regression via the Subsampled Randomized Hadamard Transform—0
Fast Function to Function Regression—0
Fast Gaussian Process Regression for Big Data—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