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regression

Papers

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Showing 5201–5250 of 9424 papers

TitleStatusHype
GEFCOM 2014 - Probabilistic Electricity Price Forecasting—0
Asymptotic Theory for Two-Way Clustering—0
General Fair Empirical Risk Minimization—0
General Game Heuristic Prediction Based on Ludeme Descriptions—0
Generalisation error in learning with random features and the hidden manifold model—0
Generalised Bayesian Filtering via Sequential Monte Carlo—0
Generalizability of Functional Forms for Interatomic Potential Models Discovered by Symbolic Regression—0
Generalization Ability of Wide Residual Networks—0
Generalization and Robustness of Batched Weighted Average Algorithm with V-geometrically Ergodic Markov Data—0
Generalization bound for kernel similarity learning—0
Generalization bounds for nonparametric regression with β-mixing samples—0
Generalization bounds for regression and classification on adaptive covering input domains—0
Generalization Certificates for Adversarially Robust Bayesian Linear Regression—0
Generalization Error Bounds for Multiclass Sparse Linear Classifiers—0
Generalization Error Curves for Analytic Spectral Algorithms under Power-law Decay—0
Generalization Error for Linear Regression under Distributed Learning—0
Generalization error in high-dimensional perceptrons: Approaching Bayes error with convex optimization—0
Generalization error minimization: a new approach to model evaluation and selection with an application to penalized regression—0
Generalization error of random features and kernel methods: hypercontractivity and kernel matrix concentration—0
Generalization Error Rates in Kernel Regression: The Crossover from the Noiseless to Noisy Regime—0
Generalization Errors and Learning Curves for Regression with Multi-task Gaussian Processes—0
Double Descent and Overfitting under Noisy Inputs and Distribution Shift for Linear Denoisers—0
Generalization for Least Squares Regression With Simple Spiked Covariances—0
Generalization in Kernel Regression Under Realistic Assumptions—0
Generalization in Supervised Learning Through Riemannian Contraction—0
Generalization Properties of hyper-RKHS and its Applications—0
Generalized Ambiguity Decomposition for Understanding Ensemble Diversity—0
Generalized Bayesian Additive Regression Trees Models: Beyond Conditional Conjugacy—0
Generalized Beta Mixtures of Gaussians—0
Chernoff Sampling for Active Testing and Extension to Active Regression—0
Generalized equivalences between subsampling and ridge regularization—0
Generalized Factor Neural Network Model for High-dimensional Regression—0
Optimized Skeleton-based Action Recognition via Sparsified Graph Regression—0
Generalized Haar Filter based Deep Networks for Real-Time Object Detection in Traffic Scene—0
Generalized Information Criteria for Structured Sparse Models—0
Generalized Kernel Ridge Regression for Causal Inference with Missing-at-Random Sample Selection—0
Kernel methods for long term dose response curves—0
Generalized Learning with Rejection for Classification and Regression Problems—0
Generalized Leverage Score Sampling for Neural Networks—0
Generalized Linear Model Regression under Distance-to-set Penalties—0
Generalized Linear Models with Structured Sparsity Estimators—0
Generalized Linear Rule Models—0
Generalized Oversampling for Learning from Imbalanced datasets and Associated Theory—0
Generalized PTR: User-Friendly Recipes for Data-Adaptive Algorithms with Differential Privacy—0
Generalized Quantile Loss for Deep Neural Networks—0
Generalized Resubstitution for Regression Error Estimation—0
Generalized Shuffled Linear Regression—0
Generalized support vector regression: duality and tensor-kernel representation—0
Generalizing semi-supervised generative adversarial networks to regression using feature contrasting—0
Generalizing the SINDy approach with nested neural networks—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