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regression

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Showing 5001–5050 of 9424 papers

TitleStatusHype
Feature Selection Approaches for Optimising Music Emotion Recognition Methods—0
Feature Selection with Annealing for Forecasting Financial Time Series—0
Feature Selection for Learning to Predict Outcomes of Compute Cluster Jobs with Application to Decision Support—0
Feature Selection for Regression Problems Based on the Morisita Estimator of Intrinsic Dimension—0
Feature Selection for Ridge Regression with Provable Guarantees—0
Feature Selection from Differentially Private Correlations—0
Feature selection in stratification estimators of causal effects: lessons from potential outcomes, causal diagrams, and structural equations—0
Features of word similarity—0
Feature Space Sketching for Logistic Regression—0
Feature vector regularization in machine learning—0
FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning—0
Federated Bayesian Neural Regression: A Scalable Global Federated Gaussian Process—0
Federated Coordinate Descent for Privacy-Preserving Multiparty Linear Regression—0
Federated Distillation based Indoor Localization for IoT Networks—0
Federated Empirical Risk Minimization via Second-Order Method—0
Federated Latent Class Regression for Hierarchical Data—0
Federated Multi-task Hierarchical Attention Model for Sensor Analytics—0
Federated Smoothing Proximal Gradient for Quantile Regression with Non-Convex Penalties—0
Federated Sufficient Dimension Reduction Through High-Dimensional Sparse Sliced Inverse Regression—0
Federated Transfer Learning with Differential Privacy—0
Feel-Good Thompson Sampling for Contextual Bandits and Reinforcement Learning—0
Fenton-Wilkinson Order Statistics and German Tanks: A Case Study of an Orienteering Relay Race—0
Ferryman at SemEval-2020 Task 7: Ensemble Model for Assessing Humor in Edited News Headlines—0
Few-shot Learning for Spatial Regression—0
Few-shot Personalized Saliency Prediction Based on Inter-personnel Gaze Patterns—0
Few-Shot Regression via Learned Basis Functions—0
Few-Shot Regression via Learning Sparsifying Basis Functions—0
Field Estimation using Robotic Swarms through Bayesian Regression and Mean-Field Feedback—0
Filtering Point Targets via Online Learning of Motion Models—0
Financial Aspect and Sentiment Predictions with Deep Neural Networks: An Ensemble Approach—0
Financial Hedging and Risk Compression, A journey from linear regression to neural network—0
Find Beauty in the Rare: Contrastive Composition Feature Clustering for Nontrivial Cropping Box Regression—0
Finding Dantzig selectors with a proximity operator based fixed-point algorithm—0
Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression—0
Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data—0
Fine-grained Correlation Loss for Regression—0
Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model—0
FineMorphs: Affine-diffeomorphic sequences for regression—0
Fingerprint Based mmWave Positioning System Aided by Reconfigurable Intelligent Surface—0
Finite Sample Analysis of Distribution-Free Confidence Ellipsoids for Linear Regression—0
Finite-sample and asymptotic analysis of generalization ability with an application to penalized regression—0
Finite Sample Confidence Regions for Linear Regression Parameters Using Arbitrary Predictors—0
Estimation Sample Complexity of a Class of Nonlinear Continuous-time Systems—0
Finite-Sample Identification of Linear Regression Models with Residual-Permuted Sums—0
Finite-sample performance of the maximum likelihood estimator in logistic regression—0
Conformal prediction of future insurance claims in the regression problem—0
FIRAL: An Active Learning Algorithm for Multinomial Logistic Regression—0
First order expansion of convex regularized estimators—0
First order expansion of convex regularized estimators—0
FisherMatch: Semi-Supervised Rotation Regression via Entropy-based Filtering—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