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Showing 5951–6000 of 9424 papers

TitleStatusHype
Sparse deep neural networks for nonparametric estimation in high-dimensional sparse regression—0
Sparse Estimation of Multivariate Poisson Log-Normal Models from Count Data—0
Sparse estimation via _q optimization method in high-dimensional linear regression—0
Sparse Features for PCA-Like Linear Regression—0
Sparse Gaussian Process Based On Hat Basis Functions—0
Sparse Gaussian processes using pseudo-inputs—0
Parametric Gaussian Process Regressors—0
Improved error rates for sparse (group) learning with Lipschitz loss functions—0
Sparse Hierarchical Regression with Polynomials—0
Sparse High-Dimensional Isotonic Regression—0
Sparse High-Dimensional Linear Regression. Algorithmic Barriers and a Local Search Algorithm—0
Sparse high-dimensional linear regression with a partitioned empirical Bayes ECM algorithm—0
Sparse High-Dimensional Regression: Exact Scalable Algorithms and Phase Transitions—0
Structure learning via unstructured kernel-based M-regression—0
Sparse learning with CART—0
Sparse Linear Regression and Lattice Problems—0
Sparse Linear Regression via Generalized Orthogonal Least-Squares—0
Sparse linear regression with compressed and low-precision data via concave quadratic programming—0
Sparse Linear Regression with Constraints: A Flexible Entropy-based Framework—0
Sparse Linear Regression With Missing Data—0
Sparse Mixed Linear Regression with Guarantees: Taming an Intractable Problem with Invex Relaxation—0
Sparse model selection via integral terms—0
Sparsely Multimodal Data Fusion—0
Sparse Multinomial Logistic Regression via Approximate Message Passing—0
Sparse Multivariate Factor Regression—0
Variational inference for large Bayesian vector autoregressions—0
Sparse network asymptotics for logistic regression—0
Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference—0
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm—0
Sparse PCA from Sparse Linear Regression—0
Sparse-penalized deep neural networks estimator under weak dependence—0
SparsePose: Sparse-View Camera Pose Regression and Refinement—0
Sparse principal component regression for generalized linear models—0
Sparse principal component regression with adaptive loading—0
Sparse Private LASSO Logistic Regression—0
Sparse Projections of Medical Images onto Manifolds—0
Sparse Quadratic Logistic Regression in Sub-quadratic Time—0
Sparse Quantile Huber Regression for Efficient and Robust Estimation—0
Sparse recovery by thresholded non-negative least squares—0
Sparse Recovery via Bootstrapping: Collaborative or Independent?—0
Sparse Recovery with Linear and Nonlinear Observations: Dependent and Noisy Data—0
Sparse Recovery With Non-Linear Fourier Features—0
Sparse Reduced Rank Regression With Nonconvex Regularization—0
Sparse Regression and Adaptive Feature Generation for the Discovery of Dynamical Systems—0
Sparse Regression Codes exploit Multi-User Diversity without CSI—0
CRC-Assisted Channel Codes for Integrated Passive Sensing and Communications—0
Sparse Regression Codes for Non-coherent SIMO channels—0
Sparse Regression for Discovery of Constitutive Models from Oscillatory Shear Measurements—0
Sparse Regression for Machine Translation—0
Sparse Shrunk Additive Models—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