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Regression

4964 directly classified papers

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Papers

Factor Augmented Tensor-on-Tensor Neural Networks AAAI 2025
Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows AAAI 2025
Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates AAAI 2025
Knockoffs Inference for Partially Linear Models with Automatic Structure Discovery AAAI 2025
APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning AAAI 2025
Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting AAAI 2025
FIND: A Framework for Discovering Formulas in Data AAAI 2025
Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits AAAI 2025
Error Bounds for Gaussian Process Regression Under Bounded Support Noise with Applications to Safety Certification AAAI 2025
Learning from Summarized Data: Gaussian Process Regression with Sample Quasi-Likelihood AAAI 2025
xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition AAAI 2025
ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP AAAI 2025
Multi-Label Ranking Loss Minimization for Matrix Completion AAAI 2025
Neural Conformal Control for Time Series Forecasting AAAI 2025
Transfer Learning Meets Functional Linear Regression: No Negative Transfer Under Posterior Drift AAAI 2025
Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting AAAI 2025
Analytical-Chemistry-Informed Transformer for Infrared Spectra Modeling AAAI 2025
Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios AAAI 2025
Discovering Symmetries of ODEs by Symbolic Regression AAAI 2025
A Pioneering Neural Network Method for Efficient and Robust Fuel Sloshing Simulation in Aircraft AAAI 2025
Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback AAAI 2025
Attribute Inference Attacks for Federated Regression Tasks AAAI 2025
Sample Complexity of Linear Regression Models for Opinion Formation in Networks AAAI 2025
A Lightweight Sparse Interaction Network for Time Series Forecasting AAAI 2025
CasFT: Future Trend Modeling for Information Popularity Prediction with Dynamic Cues-Driven Diffusion Models AAAI 2025