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regression

Papers

Showing 101125 of 9424 papers

TitleStatusHype
When can we get away with using the two-way fixed effects regression?Code1
TRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-JudgeCode1
Improve Representation for Imbalanced Regression through Geometric ConstraintsCode1
Interactive Symbolic Regression through Offline Reinforcement Learning: A Co-Design FrameworkCode1
Can Large Language Models Understand Preferences in Personalized Recommendation?Code1
Stochastic Process Learning via Operator Flow MatchingCode1
ConDo: Continual Domain Expansion for Absolute Pose RegressionCode1
Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language ModelsCode1
Activating Self-Attention for Multi-Scene Absolute Pose RegressionCode1
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking ClassifierCode1
Diffusing States and Matching Scores: A New Framework for Imitation LearningCode1
Shap-Select: Lightweight Feature Selection Using SHAP Values and RegressionCode1
Test-time Adaptation for Regression by Subspace AlignmentCode1
TorchSISSO: A PyTorch-Based Implementation of the Sure Independence Screening and Sparsifying Operator for Efficient and Interpretable Model DiscoveryCode1
RMLR: Extending Multinomial Logistic Regression into General GeometriesCode1
M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology ImagesCode1
Econometric Inference for High Dimensional Predictive RegressionsCode1
Symbolic Regression with a Learned Concept LibraryCode1
Enhancing Uncertainty Quantification in Drug Discovery with Censored Regression LabelsCode1
Generative Principal Component Regression via Variational InferenceCode1
Interpretable Long-term Action Quality AssessmentCode1
Operator Learning Using Random Features: A Tool for Scientific ComputingCode1
Risk and cross validation in ridge regression with correlated samplesCode1
Teach CLIP to Develop a Number Sense for Ordinal RegressionCode1
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion AutoencoderCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified