Showing 361–380 of 1,000 results
/ Date/ Name
May 31, 2023Deep learning and MCMC with aggVAE for shifting administrative boundaries: mapping malaria prevalence in KenyaMay 31, 2023Fine-grained Analysis of Non-parametric Estimation for Pairwise LearningMay 18, 2023Massively Parallel Reweighted Wake-SleepMay 18, 2023Estimation Beyond Data Reweighting: Kernel Method of MomentsApr 28, 2023Recognizable Information BottleneckApr 27, 2023Interpretable Neural-Symbolic Concept ReasoningApr 11, 2023Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resamplingApr 3, 2023The extended Ville's inequality for nonintegrable nonnegative supermartingalesMar 24, 2023How many dimensions are required to find an adversarial example?Mar 8, 2023Learning Hybrid Interpretable Models: Theory, Taxonomy, and MethodsMar 6, 2023MetaPhysiCa: OOD Robustness in Physics-informed Machine LearningFeb 27, 2023Approximately optimal domain adaptation with Fisher's Linear DiscriminantFeb 14, 2023Score-based Diffusion Models in Function SpaceFeb 14, 2023Statistically Optimal Force Aggregation for Coarse-Graining Molecular DynamicsFeb 8, 2023Decision trees compensate for model misspecificationFeb 7, 2023A unified recipe for deriving (time-uniform) PAC-Bayes boundsFeb 7, 2023Algorithmically Designed Artificial Neural Networks (ADANNs): Higher order deep operator learning for parametric partial differential equationsFeb 4, 2023Reinforcement Learning with History-Dependent Dynamic ContextsFeb 3, 2023Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent KernelsFeb 2, 2023High-precision regressors for particle physics