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regression

Papers

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Showing 3651–3700 of 9424 papers

TitleStatusHype
Robust Linear Regression for General Feature Distribution—0
Polynomial convergence of iterations of certain random operators in Hilbert space—0
Maximum Likelihood Uncertainty Estimation: Robustness to OutliersCode0
A selective review of sufficient dimension reduction for multivariate response regression—0
Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership InferenceCode0
Fenrir: Physics-Enhanced Regression for Initial Value ProblemsCode0
Communication Efficient Federated Learning for Generalized Linear Bandits—0
Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems—0
VC-PCR: A Prediction Method based on Supervised Variable Selection and Clustering—0
Decoupled IoU Regression for Object Detection—0
Radio Map Estimation: A Data-Driven Approach to Spectrum Cartography—0
Long-Horizon Return Predictability from Realized Volatility in Pure-Jump Point Processes—0
Regression Transformer: Concurrent sequence regression and generation for molecular language modelingCode1
Safe Screening for Logistic Regression with _0-_2 Regularization—0
On Regularizing Coordinate-MLPs—0
Improving Estimation Efficiency via Regression-Adjustment in Covariate-Adaptive Randomizations with Imperfect Compliance—0
Partial Sum Processes of Residual-Based and Wald-type Break-Point Statistics in Time Series Regression Models—0
Agnostic Learnability of Halfspaces via Logistic Loss—0
Spectral image clustering on dual-energy CT scans using functional regression mixturesCode0
Simple Calibration via Geodesic KernelsCode0
Machine learning based modelling and optimization in hard turning of AISI D6 steel with newly developed AlTiSiN coated carbide tool—0
A least squares support vector regression for anisotropic diffusion filtering—0
A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study—0
Geometry- and Accuracy-Preserving Random Forest ProximitiesCode0
Towards Robust Deep Active Learning for Scientific Computing—0
Low-rank features based double transformation matrices learning for image classification—0
Pressure Eye: In-bed Contact Pressure Estimation via Contact-less ImagingCode0
The Implicit Bias of Benign Overfitting—0
FiNCAT: Financial Numeral Claim Analysis ToolCode0
Extending the Use of MDL for High-Dimensional Problems: Variable Selection, Robust Fitting, and Additive Modeling—0
An Explainable Artificial Intelligence Framework for Quality-Aware IoE Service Delivery—0
Privacy-Preserving Logistic Regression Training with A Faster Gradient VariantCode0
Multi-objective Semi-supervised Clustering for Finding Predictive Clusters—0
Toward Data-Driven STAP Radar—0
Segmentation-Based vs. Regression-Based Biomarker Estimation: A Case Study of Fetus Head Circumference Assessment from Ultrasound ImagesCode0
Mapping the Buried Cable by Ground Penetrating Radar and Gaussian-Process Regression—0
FRAMED: An AutoML Approach for Structural Performance Prediction of Bicycle Frames—0
On Uniform Boundedness Properties of SGD and its Momentum Variants—0
Analysis of various climate change parameters in India using machine learning—0
Zero-Truncated Poisson Regression for Sparse Multiway Count Data Corrupted by False Zeros—0
Adaptive Outlier Detection for Power MOSFETs Based on Gaussian Process Regression—0
PREVIS -- A Combined Machine Learning and Visual Interpolation Approach for Interactive Reverse Engineering in Assembly Quality Control—0
Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image RetrievalCode1
Approximation bounds for norm constrained neural networks with applications to regression and GANs—0
Dynamic optimization of volatile fatty acids to enrich biohydrogen production using a deep learning neural network—0
A Generalized Weighted Optimization Method for Computational Learning and Inversion—0
An integrated recurrent neural network and regression model with spatial and climatic couplings for vector-borne disease dynamics—0
Long-term Data Sharing under Exclusivity AttacksCode0
Machine Learning Algorithms for Prediction of Penetration Depth and Geometrical Analysis of Weld in Friction Stir Spot Welding Process—0
Tuned Regularized Estimators for Linear Regression via Covariance Fitting—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