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levy process

8 papers

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Co-occurring keywords

levy processes (2) bayesian nonparametrics (270) feature learning (1311) kernel construction (2) gibbs sampler (37) nonconvex penalization (1) laplace exponents (1) sparsity inducing (3) sparsity-inducing penalties (1) lévy processes (1)

Papers

On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control JMLR 2024
Score-based Generative Models with Lévy Processes NIPS 2023
Deep Neural Networks with Dependent Weights: Gaussian Process Mixture Limit, Heavy Tails, Sparsity and Compressibility JMLR 2023
Scalable Levy Process Priors for Spectral Kernel Learning NIPS 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 NIPS 2012
The Kernel Beta Process NIPS 2011
Risk Bounds for Levy Processes in the PAC-Learning Framework AISTATS 2010