Regression

Learning plug-in surrogate endpoints for randomized experiments UAI 2026 Lightweight Additive Blend Maps for Texture-Preserving Face Retouching: A Neural Approach to Traditional Photographic Techniques AAAI 2026 Linear Regression with Heteroskedastic Errors UAI 2026 Localized Near Surface Temperature Inversion Forecasting Using Long Short-Term Memory AAAI 2026 M3Time: LLM-Enhanced Multi-Modal, Multi-Scale, and Multi-Frequency Multivariate Time Series Forecasting AAAI 2026 Marginalized Generalized IoU (MGIoU): A Unified Objective Function for Optimizing Convex Parametric Shapes AAAI 2026 MDBench: Benchmarking Data-Driven Methods for Model Discovery AAAI 2026 MDMLP-EIA: Multi-domain Dynamic MLPs with Energy Invariant Attention for Time Series Forecasting AAAI 2026 Meta Dynamic Graph for Traffic Flow Prediction AAAI 2026 MicroEvoEval: A Systematic Evaluation Framework for Image-Based Microstructure Evolution Prediction AAAI 2026 Model Agreement via Anchoring COLT 2026 Multi-Label Classification with Incremental and Decremental Features AAAI 2026 NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression SemEval 2026 Near-optimal Delta-convex Estimation of Lipschitz Functions JMLR 2026 Next Generation of Empirical Performance Prediction AAAI 2026 Next Patch Prediction for AutoRegressive Visual Generation AAAI 2026 NICE: Neural Implicit Craniofacial Model for Orthognathic Surgery Prediction AAAI 2026 NLP-FSDM at SemEval-2026 Task 2: Temporal Smoothing and CCC-MAE Optimization for Balanced Longitudinal Affect Assessment SemEval 2026 Node Regression on Latent Position Random Graphs via Local Averaging JMLR 2026 Nonlinear function-on-function regression by RKHS JMLR 2026 OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting AAAI 2026 Online Linear Regression with Paid Stochastic Features AAAI 2026 Online Realizable Regression and Applications for ReLU Networks COLT 2026 On Pairwise Quantile Regression - Statistical Guarantees and Applications UAI 2026 Optimal Look-back Horizon for Time Series Forecasting in Federated Learning AAAI 2026