Regression

Optimizing Product Provenance Verification Using Data Valuation Methods AAAI 2026 OscuFit: Learning to Fit Osculating Implicit Quadrics for Point Clouds AAAI 2026 PatchET: Learning Enzyme Temperature Properties Through Patch-Based Neural Architectures AAAI 2026 Physics-Informed Multi-Task Learning for Battery State of Health Prediction with Uncertainty Quantification AAAI 2026 Point Cloud Quality Assessment via Multi-View Structure-Aware Feature Fusion AAAI 2026 Positive-Unlabeled Regression: learning from partially labeled quantitative outcomes UAI 2026 Possibilistic Instrumental Variable Regression with Potentially Invalid Instruments UAI 2026 Post-Hoc Refinement for Multitask Symbolic Regression via Consensus-Accelerated Shapley Analysis AAAI 2026 PPGPT: Transferring Next-Token Modeling from Language to PPG Signals AAAI 2026 Practical Global and Local Bounds in Gaussian Process Regression via Chaining AAAI 2026 Predicting Session Termination and Retention on X from Fine-Grained Interaction Logs (Student Abstract) AAAI 2026 Predicting Task fMRI Contrasts from Resting-State fMRI Using Sparse 3D Convolutions WACV 2026 Prediction of Hospital Associated Infections During Continuous Hospital Stays AAAI 2026 Private Linear Regression via a Down-Sensitivity to Privacy Reduction COLT 2026 Probabilistic Rainfall Downscaling: Joint Generalized Neural Models with Censored Spatial Gaussian Copula JMLR 2026 R2G: A Multi-View Circuit Graph Benchmark Suite from RTL to GDSII CVPR 2026 Regression over Classification: Assessing Image Aesthetics via Multimodal Large Language Models AAAI 2026 Regressor-guided Diffusion Model for De Novo Peptide Sequencing with Explicit Mass Control AAAI 2026 Revisiting an Old Perspective Projection for Monocular 3D Morphable Models Regression WACV 2026 Revisiting MLLM Based Image Quality Assessment: Errors and Remedy AAAI 2026 Revitalizing Canonical Pre-Alignment for Irregular Multivariate Time Series Forecasting AAAI 2026 RI-Loss: A Learnable Residual-Informed Loss for Time Series Forecasting AAAI 2026 Risk Comparisons in Linear Regression: Implicit Regularization Dominates Explicit Regularization (Extended Abstract) COLT 2026 Robust SDE Parameter Estimation Under Missing Time Information Setting AAAI 2026 RUL-QMoE: Multiple Non-crossing Quantile Mixture-of-Experts for Probabilistic Remaining Useful Life Predictions of Varying Battery Materials AAAI 2026