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alpha-stable distribution

10 papers

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Co-occurring keywords · papers mentioning both

stochastic differential equation (3) heavy-tailed distribution (3) non-negative matrix factorization (2) speech enhancement (2) source separation (2) variational inference (2) monte carlo (1) collision probability (1) brain signal (1) neural time series analysis (1)

Papers

Deep Kernel Posterior Learning under Infinite Variance Prior Weights ICLR 2025 Heavy-Tailed Diffusion with Denoising Levy Probabilistic Models ICLR 2025 Alpha-Stable Autoregressive Fast Multichannel Nonnegative Matrix Factorization for Joint Speech Enhancement and Dereverberation Interspeech 2021 Unsupervised Robust Speech Enhancement Based on Alpha-Stable Fast Multichannel Nonnegative Matrix Factorization Interspeech 2020 First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise NeurIPS 2019 Dictionary Learning Based on Sparse Distribution Tomography ICML 2017 Fractional Langevin Monte Carlo: Exploring Levy Driven Stochastic Differential Equations for Markov Chain Monte Carlo ICML 2017 Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding NeurIPS 2017 Characteristic Kernels and Infinitely Divisible Distributions JMLR 2016 Sign Cauchy Projections and Chi-Square Kernel NeurIPS 2013