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regression

Papers

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Showing 801–850 of 9424 papers

TitleStatusHype
Conditional nonparametric variable screening by neural factor regression—0
Sparse Regression for Discovery of Constitutive Models from Oscillatory Shear Measurements—0
Robust Regression with Ensembles Communicating over Noisy Channels—0
GSLoc: Efficient Camera Pose Refinement via 3D Gaussian SplattingCode2
Feature Selection from Differentially Private Correlations—0
Effective Off-Policy Evaluation and Learning in Contextual Combinatorial Bandits—0
Branch and Bound to Assess Stability of Regression Coefficients in Uncertain Models—0
Predicting path-dependent processes by deep learning—0
Deep Limit Model-free Prediction in Regression—0
Vanilla Gradient Descent for Oblique Decision TreesCode0
Gaussian Processes with Noisy Regression Inputs for Dynamical Systems—0
Revisiting the Many Instruments Problem using Random Matrix Theory—0
Predicting Lung Cancer Patient Prognosis with Large Language Models—0
Operator Feature Neural Network for Symbolic Regression—0
Theoretical and Practical Progress in Hyperspectral Pixel Unmixing with Large Spectral Libraries from a Sparse Perspective—0
COD: Learning Conditional Invariant Representation for Domain Adaptation Regression—0
Operator Learning Using Random Features: A Tool for Scientific ComputingCode1
Method-of-Moments Inference for GLMs and Doubly Robust Functionals under Proportional AsymptoticsCode0
Correcting invalid regression discontinuity designs with multiple time period data—0
Change-Point Detection in Time Series Using Mixed Integer Programming—0
fastkqr: A Fast Algorithm for Kernel Quantile Regression—0
S-SIRUS: an explainability algorithm for spatial regression Random ForestCode0
Generalized Encouragement-Based Instrumental Variables for Counterfactual RegressionCode0
Federated Smoothing Proximal Gradient for Quantile Regression with Non-Convex Penalties—0
Towards aerodynamic surrogate modeling based on β-variational autoencodersCode0
Zero-Shot Uncertainty Quantification using Diffusion Probabilistic Models—0
Better Locally Private Sparse Estimation Given Multiple Samples Per UserCode0
How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression—0
Risk and cross validation in ridge regression with correlated samplesCode1
Probabilistic energy forecasting through quantile regression in reproducing kernel Hilbert spacesCode0
Teach CLIP to Develop a Number Sense for Ordinal RegressionCode1
EEGMobile: Enhancing Speed and Accuracy in EEG-Based Gaze Prediction with Advanced Mobile Architectures—0
Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifiers—0
Beta regression mixed model applied to sensory analysis—0
Probabilistic Surrogate Model for Accelerating the Design of Electric Vehicle Battery Enclosures for Crash Performance—0
HQOD: Harmonious Quantization for Object DetectionCode0
Deciphering Air Travel Disruptions: A Machine Learning ApproachCode0
Optimizing Cox Models with Stochastic Gradient Descent: Theoretical Foundations and Practical Guidances—0
Adaptive Learning for Quantum Linear Regression—0
Quantile Regression using Random Forest Proximities—0
Efficient Decision Trees for Tensor Regressions—0
Composite Learning Adaptive Control without Excitation Condition—0
Batch Active Learning in Gaussian Process Regression using Derivatives—0
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion AutoencoderCode1
Sparse Linear Regression when Noises and Covariates are Heavy-Tailed and Contaminated by Outliers—0
Decentralized Smoothing ADMM for Quantile Regression with Non-Convex Sparse Penalties—0
A Performance Analysis of Lexicase-Based and Traditional Selection Methods in GP for Symbolic Regression—0
Deep Fréchet Regression—0
Potential weights and implicit causal designs in linear regression—0
Distribution Learning for Molecular Regression—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