Regression

Fast Conformal Prediction Using Conditional Interquantile Intervals AAAI 2026 FeTS: A Feature-Aware Framework for Time Series Forecasting AAAI 2026 Fine-grained Image Quality Assessment for Perceptual Image Restoration AAAI 2026 Flexible Functional Treatment Effect Estimation JMLR 2026 FreqCycle: A Multi-Scale Time-Frequency Analysis Method for Time Series Forecasting AAAI 2026 Game-Theoretic Simulations Meet AI: Fast Policy Recommendations Under Data Scarcity (Student Abstract) AAAI 2026 GaussianMatch: Semi-Supervised Regression with Pseudo-Label Filtering via Multi-View Gaussian Consistency CVPR 2026 Generalized Resubstitution for Regression Error Estimation JMLR 2026 Generalizing Analogical Inference from Boolean to Continuous Domains AAAI 2026 Global Fréchet Manifold Learning for Random Objects, With Application to Low-Dimensional Wasserstein Representations of Distributional Data JMLR 2026 Goal-Oriented Time-Series Forecasting: Foundation Framework Design AAAI 2026 GraFT: Infusing Pre-trained Transformers with Relational Structure for Time Series Forecasting AAAI 2026 GuysLLM at SemEval-2026 Task 5: NLI-Informed Regression for Graded Word-Sense Plausibility in Narrative Contexts SemEval 2026 HierarNet: Independent Interactive Hierarchical Disease Outbreak Forecasting AAAI 2026 HMformer: Unleashing Transformer’s Potential for Time Series Forecasting via Hierarchical Multi-Scale Modeling AAAI 2026 HN-MVTS: HyperNetwork-based Multivariate Time Series Forecasting AAAI 2026 iDT-diet: Toward Personalized Health Forecasting-An Intelligent Digital Twin Model for Diet-Influenced Biomarker Trajectories (Student Abstract) AAAI 2026 Improving Day-Ahead Grid Carbon Intensity Forecasting by Joint Modeling of Local-Temporal and Cross-Variable Dependencies Across Different Frequencies AAAI 2026 Impute Missing Entries with Uncertainty AAAI 2026 Integral-based Knockoffs Inference for Partially Linear Models AAAI 2026 Integrating Fourier Neural Operators into High-Fidelity Helicopter Flight Simulation for Real-Time Urban Wind Prediction AAAI 2026 KALL-E: Autoregressive Speech Synthesis with Next-Distribution Prediction AAAI 2026 Language Integration in Fine-Tuning Multimodal Large Language Models for Image-Based Regression WACV 2026 Learning Heuristic Functions for HTN Planning AAAI 2026 Learning Heuristic Functions with Graph Neural Networks for Numeric Planning AAAI 2026