Regression

Supervised Score-Based Modeling by Gradient Boosting AAAI 2025 SWAMamba: A Sliding Window Attention Mamba Framework for Predicting Translation Elongation Rates AAAI 2025 Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length ICLR 2025 SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups ICLR 2025 SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems ICLR 2025 Talent: A Tabular Analytics and Learning Toolbox JMLR 2025 TAQEEM 2025: Overview of The First Shared Task for Arabic Quality Evaluation of Essays in Multi-dimensions EMNLP 2025 Task Descriptors Help Transformers Learn Linear Models In-Context ICLR 2025 Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution CVPR 2025 TEEMIL : Towards Educational MCQ Difficulty Estimation in Indic Languages COLING 2025 The Arabic Generality Score: Another Dimension of Modeling Arabic Dialectness EMNLP 2025 The LLM Already Knows: Estimating LLM-Perceived Question Difficulty via Hidden Representations EMNLP 2025 Theoretical Limitations of Ensembles in the Age of Overparameterization ICML 2025 The Ranking Trick: A Simple and Robust Alternative to Score-Based Regression for AutoML AutoML 2025 Thin-Plate Spline-based Interpolation for Animation Line Inbetweening AAAI 2025 Three-view Focal Length Recovery From Homographies CVPR 2025 TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting ICML 2025 TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting ICLR 2025 TimePro: Efficient Multivariate Long-term Time Series Forecasting with Variable- and Time-Aware Hyper-state ICML 2025 Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption CVPR 2025 Towards Adaptable and Intelligible Speech Synthesis in Noisy Environments Interspeech 2025 Towards Robust Comparisons of NLP Models: A Case Study COLING 2025 Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression ICLR 2025 Towards Uncertainty Unification: A Case Study for Preference Learning RSS 2025 TPD-STR: Text Polygon Detection with Split Transformers WACV 2025