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regression

Papers

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Showing 3201–3250 of 9424 papers

TitleStatusHype
SALVE: Self-supervised Adaptive Low-light Video Enhancement—0
Leveraging Pre-Trained Acoustic Feature Extractor For Affective Vocal Bursts TasksCode0
Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data—0
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic MethodsCode0
A Theoretical Study of The Effects of Adversarial Attacks on Sparse Regression—0
Combined mechanistic and machine learning method for construction of oil reservoir permeability map consistent with well test measurementsCode0
Uncertainty in Real-Time Semantic Segmentation on Embedded SystemsCode0
Sophisticated deep learning with on-chip optical diffractive tensor processing—0
Continuous Semi-Supervised Nonnegative Matrix Factorization—0
Probabilistic machine learning based predictive and interpretable digital twin for dynamical systems—0
Steel Phase Kinetics Modeling using Symbolic Regression—0
Support Vector Regression: Risk Quadrangle Framework—0
Faithful Heteroscedastic Regression with Neural NetworksCode0
Improving Levenberg-Marquardt Algorithm for Neural NetworksCode0
Comparison of machine learning algorithms for merging gridded satellite and earth-observed precipitation data—0
Machine Learning as an Accurate Predictor for Percolation Threshold of Diverse Networks—0
Shapley variable importance cloud for machine learning models—0
Penalised regression with multiple sources of prior effectsCode0
Robustness Evaluation of Regression Tasks with Skewed Domain Preferences—0
Variable Clustering via Distributionally Robust Nodewise Regression—0
Approximating Optimal Estimation of Time Offset Synchronization with Temperature Variations—0
On LASSO for High Dimensional Predictive Regression—0
ExReg: Wide-range Photo Exposure Correction via a Multi-dimensional Regressor with Attention—0
The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates—0
Community Time-Activity Trajectory Modelling based on Markov Chain Simulation and Dirichlet Regression—0
HDNet: A Hierarchically Decoupled Network for Crowd Counting—0
VOQL: Towards Optimal Regret in Model-free RL with Nonlinear Function Approximation—0
Regression with Label Differential Privacy—0
Hybrid Censored Quantile Regression Forest to Assess the Heterogeneous Effects—0
GWRBoost:A geographically weighted gradient boosting method for explainable quantification of spatially-varying relationships—0
CTT-Net: A Multi-view Cross-token Transformer for Cataract Postoperative Visual Acuity PredictionCode0
Retire: Robust Expectile Regression in High Dimensions—0
Corruption-tolerant Algorithms for Generalized Linear ModelsCode0
Machine Learning Framework: Competitive Intelligence and Key Drivers Identification of Market Share Trends Among Healthcare Facilities—0
Decomposable Sparse Tensor on Tensor Regression—0
Optimal Model Selection in RDD and Related Settings Using Placebo Zones—0
Application of machine learning regression models to inverse eigenvalue problemsCode0
Strong identifiability and parameter learning in regression with heterogeneous response—0
Online Feedback Optimization of Compressor Stations with Model Adaptation using Gaussian Process Regression—0
Semiparametric Distribution Regression with Instruments and Monotonicity—0
Semi-Supervised Object Detection with Object-wise Contrastive Learning and Regression Uncertainty—0
Straggler-Resilient Differentially-Private Decentralized Learning—0
AbHE: All Attention-based Homography Estimation—0
Blessings and Curses of Covariate Shifts: Adversarial Learning Dynamics, Directional Convergence, and Equilibria—0
Structural transformation and environmental externalities—0
Characterizing instance hardness in classification and regression problems—0
Multiscale Structure Guided Diffusion for Image Deblurring—0
Empirical Asset Pricing via Ensemble Gaussian Process Regression—0
Regularization Trade-offs with Fake Features—0
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping with Multisensor Satellite Data—0
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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