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regression

Papers

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Showing 451–500 of 9424 papers

TitleStatusHype
Lecture Notes on High Dimensional Linear Regression—0
Optimizing Fintech Marketing: A Comparative Study of Logistic Regression and XGBoost—0
A parametric algorithm is optimal for non-parametric regression of smooth functions—0
Joint Models for Handling Non-Ignorable Missing Data using Bayesian Additive Regression Trees: Application to Leaf Photosynthetic Traits Data—0
Benign Overfitting in Out-of-Distribution Generalization of Linear Models—0
Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral Methods and Graph Convolutional Networks—0
ConDo: Continual Domain Expansion for Absolute Pose RegressionCode1
Uncertainty separation via ensemble quantile regression—0
SHAP scores fail pervasively even when Lipschitz succeeds—0
CRM: Retrieval Model with Controllable Condition—0
A simple DNN regression for the chemical composition in essential oil—0
A Central Limit Theorem for the permutation importance measure—0
Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced RegressionCode0
Probabilities-Informed Machine Learning—0
Asynchronous Distributed Gaussian Process Regression for Online Learning and Dynamical Systems: Complementary Document—0
Image Gradient-Aided Photometric Stereo Network—0
ViSymRe: Vision-guided Multimodal Symbolic Regression—0
Neural Network Meta Classifier: Improving the Reliability of Anomaly SegmentationCode0
Question-Attentive Review-Level for Neural Rating RegressionCode0
Assessing high-order effects in feature importance via predictability decomposition—0
(ε, δ)-Differentially Private Partial Least Squares Regression—0
Hybrid variable spiking graph neural networks for energy-efficient scientific machine learning—0
Structural Entropy Guided Probabilistic CodingCode0
Regression and Classification with Single-Qubit Quantum Neural Networks—0
Unsupervised Cross-Domain Regression for Fine-grained 3D Game Character Reconstruction—0
Fast Mixing of Data Augmentation Algorithms: Bayesian Probit, Logit, and Lasso RegressionCode0
Predictive Modeling of Shading Effects on Photovoltaic Panels Using Regression Analysis—0
Derivative-Based Mir Spectroscopy for Blood Glucose Estimation Using Pca-Driven Regression Models—0
Detecting Dark Patterns in User Interfaces Using Logistic Regression and Bag-of-Words Representation—0
Extreme AutoML: Analysis of Classification, Regression, and NLP Performance—0
Data Augmentation with Variational Autoencoder for Imbalanced DatasetCode0
Obstacle-aware Gaussian Process Regression—0
Around the World in 80 Timesteps: A Generative Approach to Global Visual GeolocationCode3
Multi-Factor Function-on-Function Regression of Bond Yields on WTI Commodity Futures Term Structure Dynamics—0
Estimating Spillover Effects in the Presence of Isolated Nodes—0
Kernel Stochastic Configuration Networks for Nonlinear Regression—0
Convolution Mode Regression—0
Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach—0
No Free Lunch From Random Feature Ensembles—0
Statistical Mechanics of Support Vector RegressionCode0
Modeling High-Dimensional Dependent Data in the Presence of Many Explanatory Variables and Weak Signals—0
Electronic Health Records-Based Data-Driven Diabetes Knowledge Unveiling and Risk Prognosis—0
On Extrapolation of Treatment Effects in Multiple-Cutoff Regression Discontinuity Designs—0
Parametric PerceptNet: A bio-inspired deep-net trained for Image Quality AssessmentCode0
TRENDy: Temporal Regression of Effective Nonlinear Dynamics—0
Asymptotics of Linear Regression with Linearly Dependent Data—0
Private Linear Regression with Differential Privacy and PAC Privacy—0
Benchmarking symbolic regression constant optimization schemes—0
Sample Efficient Robot Learning in Supervised Effect Prediction Tasks—0
Iterative Distributed Multinomial RegressionCode0
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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