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regression

Papers

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Showing 5801–5850 of 9424 papers

TitleStatusHype
Survival regression with accelerated failure time model in XGBoostCode0
Interpretable Classification of Bacterial Raman Spectra with Knockoff WaveletsCode0
Learning Constrained Dynamics with Gauss' Principle adhering Gaussian ProcessesCode0
Motion Prediction using Trajectory Sets and Self-Driving Domain KnowledgeCode0
Unstructured Road Vanishing Point Detection Using the Convolutional Neural Network and Heatmap Regression—0
Parameter Optimization for Learning-based Control of Control-Affine Systems—0
Double Descent Risk and Volume Saturation Effects: A Geometric Perspective—0
L1-GP: L1 Adaptive Control with Bayesian Learning—0
Sparse learning with CART—0
SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds—0
Frank-Wolfe optimization for deep networks—0
A precise machine learning aided algorithm for land subsidence or upheave prediction from GNSS time series—0
The Expected Jacobian Outerproduct: Theory and Empirics—0
Triple descent and the two kinds of overfitting: Where & why do they appear?Code0
Learning from Non-Random Data in Hilbert Spaces: An Optimal Recovery Perspective—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
Median regression with differential privacy—0
Bayesian Neural Network via Stochastic Gradient Descent—0
Inject Machine Learning into Significance Test for Misspecified Linear Models—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
On the Estimation of Derivatives Using Plug-in Kernel Ridge Regression EstimatorsCode0
Hybrid Learning Aided Inactive Constraints Filtering Algorithm to Enhance AC OPF Solution Time—0
Explaining the distribution of energy consumption at slow charging infrastructure for electric vehicles from socio-economic data—0
Approximation Guarantees of Local Search Algorithms via Localizability of Set Functions—0
On the Equivalence between Online and Private Learnability beyond Binary Classification—0
Model-Based Reinforcement Learning with Value-Targeted Regression—0
Regression Enrichment Surfaces: a Simple Analysis Technique for Virtual Drug Screening ModelsCode0
New robust inference for predictive regressions—0
Offset Bin Classification Network for Accurate Object Detection—0
HAMBox: Delving Into Mining High-Quality Anchors on Face Detection—0
Logistic Regression for Massive Data with Rare Events—0
Distributional Random Forests: Heterogeneity Adjustment and Multivariate Distributional Regression—0
Hyperbolic Manifold Regression—0
Robust estimation via generalized quasi-gradients—0
From WiscKey to Bourbon: A Learned Index for Log-Structured Merge Trees—0
Center3D: Center-based Monocular 3D Object Detection with Joint Depth Understanding—0
Discretize-Optimize vs. Optimize-Discretize for Time-Series Regression and Continuous Normalizing FlowsCode0
A Comparative Study of Machine Learning Models for Tabular Data Through Challenge of Monitoring Parkinson's Disease Progression Using Voice Recordings—0
CRUDE: Calibrating Regression Uncertainty Distributions Empirically—0
Using Network Interbank Contagion in Bank Default Prediction—0
Review of Mathematical frameworks for Fairness in Machine Learning—0
Approximation Schemes for ReLU Regression—0
NENET: An Edge Learnable Network for Link Prediction in Scene Text—0
Longitudinal Deep Kernel Gaussian Process Regression—0
Projection to Fairness in Statistical Learning—0
Peri-Net-Pro: The neural processes with quantified uncertainty for crack patterns—0
Subgradient Regularized Multivariate Convex Regression at ScaleCode0
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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