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regression

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Showing 5701–5750 of 9424 papers

TitleStatusHype
Regression with reject option and application to kNN—0
Optimal Rates of Distributed Regression with Imperfect Kernels—0
Fast OSCAR and OWL Regression via Safe Screening RulesCode0
Robust Linear Regression: Optimal Rates in Polynomial Time—0
SMPR: Single-Stage Multi-Person Pose RegressionCode0
For interpolating kernel machines, minimizing the norm of the ERM solution minimizes stability—0
The flare Package for High Dimensional Linear Regression and Precision Matrix Estimation in R—0
Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications—0
Stochastic Differential Equations with Variational Wishart DiffusionsCode0
Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case—0
Intrinsic Gaussian Processes on Manifolds and Their Accelerations by Symmetry—0
Active Online Learning with Hidden Shifting Domains—0
Globally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems—0
STORM: Foundations of End-to-End Empirical Risk Minimization on the Edge—0
Likelihood-Free Gaussian Process for Regression—0
Distribution-Based Invariant Deep Networks for Learning Meta-Features—0
Ensemble Kernel Methods, Implicit Regularization and Determinantal Point Processes—0
Distributionally-Robust Machine Learning Using Locally Differentially-Private Data—0
Provably Convergent Working Set Algorithm for Non-Convex Regularized Regression—0
Artificial Lateral Line Based Relative State Estimation for Two Adjacent Robotic Fish—0
Spectral Bias and Task-Model Alignment Explain Generalization in Kernel Regression and Infinitely Wide Neural NetworksCode0
A General Class of Transfer Learning Regression without Implementation Cost—0
A Constructive, Type-Theoretic Approach to Regression via Global Optimisation—0
Bayesian Neural Networks: An Introduction and Survey—0
A Novel Epidemiological Approach to Geographically Mapping Population Dry Eye Disease in the United States through Google Trends—0
Exact Support Recovery in Federated Regression with One-shot Communication—0
Stacking for Non-mixing Bayesian Computations: The Curse and Blessing of Multimodal PosteriorsCode0
With Great Dispersion Comes Greater Resilience: Efficient Poisoning Attacks and Defenses for Linear Regression Models—0
Fast and Accurate: Structure Coherence Component for Face Alignment—0
Electoral David vs Goliath: How does the Spatial Concentration of Electors affect District-based Elections?—0
Uncertainty-Aware (UNA) Bases for Deep Bayesian Regression Using Multi-Headed Auxiliary Networks—0
Asymptotically Optimal Exact Minibatch Metropolis-HastingsCode0
Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org—0
Training (Overparametrized) Neural Networks in Near-Linear Time—0
Adversarial Transfer of Pose Estimation Regression—0
Gradient boosting machine with partially randomized decision trees—0
New Insights into Learning with Correntropy Based Regression—0
λ-Regularized A-Optimal Design and its Approximation by λ-Regularized Proportional Volume Sampling—0
Calibrated Reliable Regression using Maximum Mean Discrepancy—0
A Framework for Sample Efficient Interval Estimation with Control VariatesCode0
Cascaded Regression Tracking: Towards Online Hard Distractor Discrimination—0
Individual Calibration with Randomized Forecasting—0
When Does Preconditioning Help or Hurt Generalization?—0
How isotropic kernels perform on simple invariants—0
Image Response Regression via Deep Neural Networks—0
Kernel Alignment Risk Estimator: Risk Prediction from Training Data—0
Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants—0
Introduction to Machine Learning for Accelerator Physics—0
Robust Meta-learning for Mixed Linear Regression with Small Batches—0
Provable Training Set Debugging for Linear Regression—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