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regression

Papers

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Showing 4401–4450 of 9424 papers

TitleStatusHype
Lifting Imbalanced Regression with Self-Supervised Learning—0
Towards simple time-to-event modeling: optimizing neural networks via rank regression—0
Self-supervised regression learning using domain knowledge: Applications to improving self-supervised image denoising—0
Learning to Estimate Epistemic Uncertainty in Neural Networks—0
Simpler Calibration for Survival Analysis—0
Provably Calibrated Regression Under Distribution Drift—0
Anisotropic Random Feature Regression in High Dimensions—0
An Improved Composite Functional Gradient Learning by Wasserstein Regularization for Generative adversarial networks—0
Synthetic Reduced Nearest Neighbor Model for Regression—0
Loss meta-learning for forecasting—0
Diverse and Consistent Multi-view Networks for Semi-supervised Regression—0
Dive Deeper Into Integral Pose Regression—0
Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion—0
Distribution-Driven Disjoint Prediction Intervals for Deep Learning—0
STORM: Sketch Toward Online Risk Minimization—0
Bayesian Imbalanced Regression Debiasing—0
Directional Bias Helps Stochastic Gradient Descent to Generalize in Nonparametric Model—0
Propagating Distributions through Neural Networks—0
Treatment effect estimation with confounder balanced instrumental variable regression—0
Modelling neuronal behaviour with time series regression: Recurrent Neural Networks on synthetic C. elegans data—0
Theoretical Analysis of Consistency Regularization with Limited Augmented Data—0
D-CODE: Discovering Closed-form ODEs from Observed Trajectories—0
Provable Identifiability of ReLU Neural Networks via Lasso Regularization—0
Short optimization paths lead to good generalization—0
Hot-Refresh Model Upgrades with Regression-Free Compatible Training in Image Retrieval—0
Towards Uncertainties in Deep Learning that Are Accurate and Calibrated—0
Cluster Analysis of a Symbolic Regression Search Space—0
Deep Neural Network-aided Soft-Demapping in Optical Coherent Systems: Regression versus Classification—0
Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication—0
bqror: An R package for Bayesian Quantile Regression in Ordinal Models—0
Improved prediction rule ensembling through model-based data generation—0
No-Regret Forecasting with Egalitarian Committees—0
EEG based stress analysis using rhythm specific spectral feature for video gameplay—0
Distributionally Robust Multi-Output Regression Ranking—0
Data Summarization via Bilevel Optimization—0
High-dimensional Portfolio Optimization using Joint Shrinkage—0
Linear Panel Regressions with Two-Way Unobserved Heterogeneity—0
POSSE: Patterns of Systems During Software Encryption—0
Regression modeling on DNA encoded libraries—0
Understanding Spending Behavior: Recurrent Neural Network Explanation and Interpretation—0
Learning Multi-Layered GBDT Via Back Propagation—0
Dense Contrastive Visual-Linguistic Pretraining—0
High-dimensional regression with potential prior information on variable importanceCode0
End-to-End Dense Video Grounding via Parallel Regression—0
Secure PAC Bayesian Regression via Real Shamir Secret Sharing—0
T6D-Direct: Transformers for Multi-Object 6D Pose Direct Regression—0
Meta-Model Structure Selection: Building Polynomial NARX Model for Regression and Classification—0
Identifying biases in legal data: An algorithmic fairness perspective—0
Metamorphic Relation Prioritization for Effective Regression Testing—0
From Simulated to Visual Data: A Robust Low-Rank Tensor Completion Approach using lp-Regression for Outlier Resistance—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