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Showing 6101–6150 of 9424 papers

TitleStatusHype
Statistical learning by sparse deep neural networks—0
Statistical Learning for Individualized Asset Allocation—0
Statistical learning method for predicting density-matrix based electron dynamics—0
Statistical learning of geometric characteristics of wireless networks—0
Statistically and Computationally Efficient Variance Estimator for Kernel Ridge Regression—0
Statistically Guided Divide-and-Conquer for Sparse Factorization of Large Matrix—0
Statistical mechanical analysis of sparse linear regression as a variable selection problem—0
Statistical optimality and stability of tangent transform algorithms in logit models—0
Statistical optimality conditions for compressive ensembles—0
On the Eigenvalue Decay Rates of a Class of Neural-Network Related Kernel Functions Defined on General Domains—0
Statistical Optimality of Divide and Conquer Kernel-based Functional Linear Regression—0
Statistical Optimality of Interpolated Nearest Neighbor Algorithms—0
Statistical Properties of Deep Neural Networks with Dependent Data—0
Statistical Properties of the log-cosh Loss Function Used in Machine Learning—0
Statistical Query Lower Bounds for List-Decodable Linear Regression—0
Statistical Study of Sensor Data and Investigation of ML-based Calibration Algorithms for Inexpensive Sensor Modules: Experiments from Cape Point—0
Statistical Tests and Confidential Intervals as Thresholds for Quantum Neural Networks—0
Statistical Tests for Optimization Efficiency—0
Statistical tuning of artificial neural network—0
Statistique et Big Data Analytics; Volumétrie, L'Attaque des Clones—0
Stealing Hyperparameters in Machine Learning—0
Steel Phase Kinetics Modeling using Symbolic Regression—0
Steerable Wavelet Scattering for 3D Atomic Systems with Application to Li-Si Energy Prediction—0
Steered Mixture of Experts Regression for Image Denoising with Multi-Model-Inference—0
Stepwise regression for unsupervised learning—0
Stereo Frustums: A Siamese Pipeline for 3D Object Detection—0
Stereotype-Free Classification of Fictitious Faces—0
ST MADAR 2019 Shared Task: Arabic Fine-Grained Dialect Identification—0
Concentration bounds for temporal difference learning with linear function approximation: The case of batch data and uniform sampling—0
Stochastic Cell Transmission Models of Traffic Networks—0
Stochastic Composite Least-Squares Regression with convergence rate O(1/n)—0
Stochastic Compositional Gradient Descent under Compositional Constraints—0
Stochastic Configuration Networks: Fundamentals and Algorithms—0
Stochastic Contrastive Learning—0
Stochastic Damped L-BFGS with Controlled Norm of the Hessian Approximation—0
Stochastic EM for Shuffled Linear Regression—0
Stochastic gradient algorithms from ODE splitting perspective—0
Stochastic Gradient Descent for Nonparametric Regression—0
Stochastic Gradient Descent for Relational Logistic Regression via Partial Network Crawls—0
Stochastic gradient descent for streaming linear and rectified linear systems with adversarial corruptions—0
Stochastic Gradient Descent Meets Distribution Regression—0
Stochastic L-BFGS: Improved Convergence Rates and Practical Acceleration Strategies—0
Stochastic Maximum Likelihood Optimization via Hypernetworks—0
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge—0
Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data—0
Stochastic PDE representation of random fields for large-scale Gaussian process regression and statistical finite element analysis—0
Stochastic Primal-Dual Proximal ExtraGradient Descent for Compositely Regularized Optimization—0
Stochastic Projective Splitting: Solving Saddle-Point Problems with Multiple Regularizers—0
Stochastic Time-Optimal Trajectory Planning for Connected and Automated Vehicles in Mixed-Traffic Merging Scenarios—0
Stochastic Variational Inference for Bayesian Sparse Gaussian Process Regression—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