Regression

Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models NAACL 2025 Learning with Exact Invariances in Polynomial Time ICML 2025 Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression AAAI 2025 Leveraging What’s Overfixed: Post-Correction via LLM Grammatical Error Overcorrection EMNLP 2025 LICO: Large Language Models for In-Context Molecular Optimization ICLR 2025 LIM: Large Interpolator Model for Dynamic Reconstruction CVPR 2025 Linear cost and exponentially convergent approximation of Gaussian Matérn processes on intervals JMLR 2025 Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors JMLR 2025 LIPIDS: Learning-Based Illumination Planning in Discretized (Light) Space for Photometric Stereo WACV 2025 LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting ACL 2025 LLM-TPF: Multiscale Temporal Periodicity-Semantic Fusion LLMs for Time Series Forecasting IJCAI 2025 Local Steps Speed Up Local GD for Heterogeneous Distributed Logistic Regression ICLR 2025 Long-Context Linear System Identification ICLR 2025 Longhorn: State Space Models are Amortized Online Learners ICLR 2025 Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025 M²N: A Progressive Macro-to-Micro 3D Modeling Scheme for Unveiling Drug-Target Affinity AAAI 2025 M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images AAAI 2025 Machine Translation Metrics for Indigenous Languages Using Fine-tuned Semantic Embeddings NAACL 2025 Matrix Product Sketching via Coordinated Sampling ICLR 2025 Measuring scalar constructs in social science with LLMs EMNLP 2025 Met2Net: A Decoupled Two-Stage Spatio-Temporal Forecasting Model for Complex Meteorological Systems ICCV 2025 Meta-learning Task-specific Regularization Weights for Few-shot Linear Regression AISTATS 2025 Meta Optimality for Demographic Parity Constrained Regression via Post-Processing ICML 2025 Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models ACL 2025 MetricX-25 and GemSpanEval: Google Translate Submissions to the WMT25 Evaluation Shared Task EMNLP 2025