Regression

CRAFT: Time Series Forecasting with Cross-Future Behavior Awareness IJCAI 2025 CREPE: Rapid Chest X-ray Report Evaluation by Predicting Multi-category Error Counts EMNLP 2025 Curvature Enhanced Data Augmentation for Regression ICML 2025 Customizing the Inductive Biases of Softmax Attention using Structured Matrices ICML 2025 DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning EMNLP 2025 DarkIR: Robust Low-Light Image Restoration CVPR 2025 DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning AAAI 2025 Data Selection for ERMs COLT 2025 DCC: Differentiable Cardinality Constraints for Partial Index Tracking AAAI 2025 Decentralized Sparse Linear Regression via Gradient-Tracking JMLR 2025 Decomposition Polyhedra of Piecewise Linear Functions ICLR 2025 Density Ratio-based Proxy Causal Learning Without Density Ratios AISTATS 2025 Diffusion-aware Censored Gaussian Processes for Demand Modelling IJCAI 2025 Diffusion-based Decoupled Deterministic and Uncertain Framework for Probabilistic Multivariate Time Series Forecasting ICLR 2025 Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images ICLR 2025 Diffusion Guided Propagation Augmentation for Popularity Prediction IJCAI 2025 Dimension Agnostic Neural Processes ICLR 2025 Dimension Reduction for Symbolic Regression AAAI 2025 Direct Routing Gradient (DRGrad): A Personalized Information Surgery for Multi-Task Learning (MTL) Recommendations AAAI 2025 DisCo-DSO: Coupling Discrete and Continuous Optimization for Efficient Generative Design in Hybrid Spaces AAAI 2025 Discovering Symmetries of ODEs by Symbolic Regression AAAI 2025 Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension ICML 2025 Disentangled Multi-Context Meta-Learning: Unlocking Robust and Generalized Task Learning CoRL 2025 Dist Loss: Enhancing Regression in Few-Shot Region through Distribution Distance Constraint ICLR 2025 Distributional Diffusion Models with Scoring Rules ICML 2025