Showing 401–420 of 1,000 results
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Oct 13, 2022Mean-field analysis for heavy ball methods: Dropout-stability, connectivity, and global convergenceOct 12, 2022Auto-Encoding Goodness of FitOct 3, 2022Bayes-optimal limits in structured PCA, and how to reach themSep 20, 2022Personalized Longitudinal Assessment of Multiple Sclerosis Using SmartphonesSep 15, 2022From algorithms to action: improving patient care requires causalitySep 12, 2022On topological data analysis for structural dynamics: an introduction to persistent homologySep 12, 2022Bias Challenges in Counterfactual Data AugmentationSep 8, 2022Known by the company we keep: `Triadic influence' as a proxy for compatibility in social relationshipsAug 26, 2022Coefficient-based Regularized Distribution RegressionAug 19, 2022SimLDA: A tool for topic model evaluationAug 16, 2022Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networksAug 13, 2022Learning Linear Non-Gaussian Polytree ModelsAug 2, 2022Curvature-informed multi-task learning for graph networksAug 1, 2022Graphical Representations for Algebraic Constraints of Linear Structural Equations ModelsJul 13, 2022Hindsight Learning for MDPs with Exogenous InputsJul 12, 2022Latent Variable Models for Bayesian Causal DiscoveryJul 11, 2022Functional Generalized Empirical Likelihood Estimation for Conditional Moment RestrictionsJul 10, 2022A Forward Propagation Algorithm for Online Optimization of Nonlinear Stochastic Differential EquationsJun 23, 2022A generalised form for a homogeneous population of structures using an overlapping mixture of Gaussian processesJun 23, 2022Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers