Regression

2D Gaussians Spatial Transport for Point-supervised Density Regression AAAI 2026 A causal fused lasso for interpretable heterogeneous treatment effects estimation JMLR 2026 ACuRE: Accurate Continuity-Regularized SpO2 Estimation Using Liquid Time-Constant Networks WACV 2026 Adaptive Forward Stepwise: A Method for High Sparsity Regression JMLR 2026 A Debiased LASSO Estimator for Design Matrices with Non-zero Mean Elements UAI 2026 A Differential Perspective on Distributional Reinforcement Learning AAAI 2026 AirDDE: Multifactor Neural Delay Differential Equations for Air Quality Forecasting AAAI 2026 A Multi-Task Learning Framework for Modeling Engagement and Topic-Sensitive Responses in Arabic Women’s Discourse EACL 2026 An MRP Formulation for Supervised Learning: Generalized Temporal Difference Learning Models (Abstract Reprint) AAAI 2026 APT: Affine Prototype-Timestamp for Time Series Forecasting Under Distribution Shift AAAI 2026 Arabic-Adapted One-Step Speech-to-Diacritized ASR: Evaluation and Error Analysis EACL 2026 A Selective Under-Sampling (SUS) Method for Imbalanced Regression (Abstract Reprint) AAAI 2026 Auxiliary Gene Learning: Spatial Gene Expression Estimation by Auxiliary Gene Selection AAAI 2026 Beware of Hinges in Proximal Variables Regression: Adjusting for Colliding-Mediators with Nuisance PV CLeaR 2026 Beyond Cosine Similarity: Magnitude-Aware CLIP for No-Reference Image Quality Assessment AAAI 2026 Beyond MSE: Ordinal Cross-Entropy for Probabilistic Time Series Forecasting AAAI 2026 Binary Split Categorical Feature with Mean Absolute Error Criteria in CART AAAI 2026 Boosting Fine-Grained Urban Flow Inference via Lightweight Architecture and Focalized Optimization AAAI 2026 Bridging Machine Learning and Physics for Scalable Long-Term Building Temperature Prediction (Student Abstract) AAAI 2026 BrightRate: Quality Assessment for User-Generated HDR Videos WACV 2026 Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks AAAI 2026 CAMP-VQA: Caption-Embedded Multimodal Perception for No-Reference Quality Assessment of Compressed Video WACV 2026 Can SGD Select Good Fishermen? Local Convergence under Self-Selection Biases (Extended Abstract) COLT 2026 CaT-Diff: Cascaded Text-enhanced Diffusion Model for Time-Series Imputation AAAI 2026 Chain-of-Look Spatial Reasoning for Dense Surgical Instrument Counting WACV 2026