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regression

Papers

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Showing 101–150 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
Advancing Cross-domain Discriminability in Continual Learning of Vision-Language ModelsCode1
Online Distributional RegressionCode1
Difference-in-Differences when Parallel Trends Holds Conditional on CovariatesCode1
Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function DiscoveryCode1
Composite Quantile Regression With XGBoost Using the Novel Arctan Pinball LossCode1
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform RegressionCode1
MLPs Learn In-Context on Regression and Classification TasksCode1
Movie Revenue Prediction using Machine Learning ModelsCode1
CCDM: Continuous Conditional Diffusion Models for Image GenerationCode1
No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural NetworksCode1
Scaling and renormalization in high-dimensional regressionCode1
LLM-SR: Scientific Equation Discovery via Programming with Large Language ModelsCode1
In-Context Symbolic Regression: Leveraging Large Language Models for Function DiscoveryCode1
Cauchy-Schwarz Divergence Information Bottleneck for RegressionCode1
Deep Regression Representation Learning with TopologyCode1
VRS-NeRF: Visual Relocalization with Sparse Neural Radiance FieldCode1
Conformal Prediction via Regression-as-ClassificationCode1
Kermut: Composite kernel regression for protein variant effectsCode1
BARMPy: Bayesian Additive Regression Models Python PackageCode1
Bayesian Additive Regression NetworksCode1
Universal Functional Regression with Neural Operator FlowsCode1
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression TasksCode1
An Analysis of Linear Time Series Forecasting ModelsCode1
VQ-NeRV: A Vector Quantized Neural Representation for VideosCode1
Probabilistic Calibration by Design for Neural Network RegressionCode1
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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