Regression

Jump Your Steps: Optimizing Sampling Schedule of Discrete Diffusion Models ICLR 2025 Kernel-based L_2-Boosting with Structure Constraints JMLR 2025 Kernel-based Optimally Weighted Conformal Time-Series Prediction ICLR 2025 KernelMatmul: Scaling Gaussian Processes to Large Time Series AAAI 2025 Kernel Representation Learning for Time Sequence: Algorithm, Theory, and Applications AAAI 2025 Knockoffs Inference for Partially Linear Models with Automatic Structure Discovery AAAI 2025 KooNPro: A Variance-Aware Koopman Probabilistic Model Enhanced by Neural Process for Time Series Forecasting ICLR 2025 Label-Free Distinctiveness: Building a Continuous Trademark Scale via Synthetic Anchors EMNLP 2025 LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement ICLR 2025 Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions ACL 2025 Language Models Predict Empathy Gaps Between Social In-groups and Out-groups NAACL 2025 LEAF: Large Language Diffusion Model for Time Series Forecasting EMNLP 2025 Learning Algorithms for Multiple Instance Regression UAI 2025 Learning and steering game dynamics towards desirable outcomes L4DC 2025 Learning Condensed Graph via Differentiable Atom Mapping for Reaction Yield Prediction ICML 2025 Learning Curves of Stochastic Gradient Descent in Kernel Regression ICML 2025 Learning from Summarized Data: Gaussian Process Regression with Sample Quasi-Likelihood AAAI 2025 Learning Mixtures of Gaussians Using Diffusion Models COLT 2025 Learning Monotonic Probabilities with a Generative Cost Model ICML 2025 Learning Null Geodesics for Gravitational Lensing Rendering in General Relativity ICCV 2025 Learning Robust XGBoost Ensembles for Regression Tasks UAI 2025 Learning Single Index Models with Diffusion Priors ICML 2025 Learning sparse generalized linear models with binary outcomes via iterative hard thresholding COLT 2025 Learning Survival Distributions with the Asymmetric Laplace Distribution ICML 2025 Learning vector fields of differential equations on manifolds with geometrically constrained operator-valued kernels ICLR 2025