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regression

Papers

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Showing 4251–4300 of 9424 papers

TitleStatusHype
Hash-Based Tree Similarity and Simplification in Genetic Programming for Symbolic Regression—0
Fast Low-Rank Tensor Decomposition by Ridge Leverage Score Sampling—0
Neural Variational Gradient DescentCode1
Brain Inspired Computing Approach for the Optimization of the Thin Film Thickness of Polystyrene on the Glass Substrates—0
Structure-Aware Long Short-Term Memory Network for 3D Cephalometric Landmark DetectionCode1
Online structural kernel selection for mobile health—0
Estimation of a regression function on a manifold by fully connected deep neural networks—0
Statistical Estimation from Dependent Data—0
Using Shape Constraints for Improving Symbolic Regression Models—0
Machine Learning-Based Empirical Investigation for Credit Scoring in Vietnam’s Banking—0
Incorporating domain knowledge into neural-guided search—0
Can we globally optimize cross-validation loss? Quasiconvexity in ridge regression—0
Predicting Friction System Performance with Symbolic Regression and Genetic Programming with Factor Variables—0
Reward-Weighted Regression Converges to a Global OptimumCode0
Automatic and explainable grading of meningiomas from histopathology imagesCode0
Multi-objective Test Case Selection Through Linkage Learning-based Crossover—0
Decoupling Shrinkage and Selection for the Bayesian Quantile Regression—0
Minimising quantifier variance under prior probability shift—0
Subset-of-Data Variational Inference for Deep Gaussian-Processes RegressionCode0
Hamiltonian Monte Carlo for Regression with High-Dimensional Categorical Data—0
Flexible Covariate Adjustments in Regression Discontinuity Designs—0
Machine learning of Kondo physics using variational autoencoders and symbolic regressionCode0
Chi-square and normal inference in high-dimensional multi-task regression—0
Near-Optimal Algorithms for Linear Algebra in the Current Matrix Multiplication Time—0
LeanML: A Design Pattern To Slash Avoidable Wastes in Machine Learning Projects—0
Statistical inference using Regularized M-estimation in the reproducing kernel Hilbert space for handling missing data—0
Depth Estimation from Monocular Images and Sparse radar using Deep Ordinal Regression NetworkCode1
Credit scoring using neural networks and SURE posterior probability calibration—0
Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale TasksCode1
Oblivious sketching for logistic regressionCode0
Performance of Bayesian linear regression in a model with mismatch—0
Semiparametric Latent Topic Modeling on Consumer-Generated Corpora—0
Oversampling Divide-and-conquer for Response-skewed Kernel Ridge Regression—0
For high-dimensional hierarchical models, consider exchangeability of effects across covariates instead of across datasets—0
CentripetalText: An Efficient Text Instance Representation for Scene Text DetectionCode1
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation—0
Bidirectional Regression for Arbitrary-Shaped Text Detection—0
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic ResponsesCode0
Least-Squares Linear Dilation-Erosion Regressor Trained using a Convex-Concave Procedure—0
Adapting to Misspecification in Contextual Bandits—0
Nonparametric Regression with Shallow Overparameterized Neural Networks Trained by GD with Early Stopping—0
Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous DrivingCode0
Machine Learning based CVD Virtual Metrology in Mass Produced Semiconductor Process—0
Meta-aprendizado para otimizacao de parametros de redes neurais—0
Goal scoring in Premier League with Poisson regression—0
Cluster Regularization via a Hierarchical Feature Regression—0
Gaussian Process Subspace Regression for Model ReductionCode0
Learning-Based Nonlinear H^ Control via Game-Theoretic Differential Dynamic Programming—0
The unreasonable effectiveness of optimal transport in economics—0
The Bayesian Learning Rule—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