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regression

Papers

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Showing 5651–5700 of 9424 papers

TitleStatusHype
The Backbone Method for Ultra-High Dimensional Sparse Machine Learning—0
Generalization error in high-dimensional perceptrons: Approaching Bayes error with convex optimization—0
Asymptotics of Ridge (less) Regression under General Source Condition—0
Uncovering the Underlying Physics of Degrading System Behavior Through a Deep Neural Network Framework: The Case of Remaining Useful Life Prognosis—0
Robustified Multivariate Regression and Classification Using Distributionally Robust Optimization under the Wasserstein Metric—0
Deterministic Gaussian Averaged Neural NetworksCode0
3D Human Mesh Regression with Dense CorrespondenceCode1
Distribution Regression for Sequential Data—0
Gaussian Gated Linear NetworksCode0
On the Optimal Weighted _2 Regularization in Overparameterized Linear Regression—0
On Coresets For Regularized RegressionCode0
A Random Matrix Analysis of Random Fourier Features: Beyond the Gaussian Kernel, a Precise Phase Transition, and the Corresponding Double Descent—0
Coresets for Near-Convex Functions—0
Vocal markers from sustained phonation in Huntington's DiseaseCode1
SALD: Sign Agnostic Learning with DerivativesCode1
Parameter Optimization for Learning-based Control of Control-Affine Systems—0
Learning Constrained Dynamics with Gauss' Principle adhering Gaussian ProcessesCode0
L1-GP: L1 Adaptive Control with Bayesian Learning—0
Interpretable Classification of Bacterial Raman Spectra with Knockoff WaveletsCode0
Variational Variance: Simple, Reliable, Calibrated Heteroscedastic Noise Variance ParameterizationCode1
Survival regression with accelerated failure time model in XGBoostCode0
Motion Prediction using Trajectory Sets and Self-Driving Domain KnowledgeCode0
Double Descent Risk and Volume Saturation Effects: A Geometric Perspective—0
Unstructured Road Vanishing Point Detection Using the Convolutional Neural Network and Heatmap Regression—0
SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds—0
Learning Convex Optimization ModelsCode2
Sparse learning with CART—0
A precise machine learning aided algorithm for land subsidence or upheave prediction from GNSS time series—0
Frank-Wolfe optimization for deep networks—0
Coresets via Bilevel Optimization for Continual Learning and StreamingCode1
Learning from Non-Random Data in Hilbert Spaces: An Optimal Recovery Perspective—0
The Expected Jacobian Outerproduct: Theory and Empirics—0
Triple descent and the two kinds of overfitting: Where & why do they appear?Code0
Bayesian Neural Network via Stochastic Gradient Descent—0
Inject Machine Learning into Significance Test for Misspecified Linear Models—0
On the Minimax Optimality of the EM Algorithm for Learning Two-Component Mixed Linear Regression—0
Height estimation from single aerial images using a deep ordinal regression network—0
Quadruply Stochastic Gaussian ProcessesCode1
Median regression with differential privacy—0
A New Look to Three-Factor Fama-French Regression Model using Sample Innovations—0
Autonomous Materials Discovery Driven by Gaussian Process Regression with Inhomogeneous Measurement Noise and Anisotropic Kernels—0
Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators—0
Hybrid Learning Aided Inactive Constraints Filtering Algorithm to Enhance AC OPF Solution Time—0
On the Equivalence between Online and Private Learnability beyond Binary Classification—0
Approximation Guarantees of Local Search Algorithms via Localizability of Set Functions—0
Explaining the distribution of energy consumption at slow charging infrastructure for electric vehicles from socio-economic data—0
On the Estimation of Derivatives Using Plug-in Kernel Ridge Regression EstimatorsCode0
New robust inference for predictive regressions—0
HAMBox: Delving Into Mining High-Quality Anchors on Face Detection—0
RetinaFace: Single-Shot Multi-Level Face Localisation in the WildCode2
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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