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levy process

8 papers

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Co-occurring keywords · papers mentioning both

levy processes (2) bayesian nonparametrics (2) feature learning (2) sparsity inducing (1) sparsity-inducing penalties (1) lévy processes (1) concentration inequality (1) diffusion model (1) concave conjugate (1) risk bound (1)

Papers

On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control JMLR 2024 Deep Neural Networks with Dependent Weights: Gaussian Process Mixture Limit, Heavy Tails, Sparsity and Compressibility JMLR 2023 Score-based Generative Models with Lévy Processes NeurIPS 2023 Scalable Levy Process Priors for Spectral Kernel Learning NeurIPS 2017 A Sufficient Statistics Construction of Exponential Family Lévy Measure Densities for Nonparametric Conjugate Models AISTATS 2015 Nonconvex Penalization Using Laplace Exponents and Concave Conjugates NeurIPS 2012 The Kernel Beta Process NeurIPS 2011 Risk Bounds for Levy Processes in the PAC-Learning Framework AISTATS 2010