conftrace_

stein method

8 papers

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Co-occurring keywords · papers mentioning both

kernel methods (4) markov chain monte carlo (4) stein's method (3) goodness of fit (2) sample quality (2) goodness-of-fit test (2) maximum mean discrepancy (2) reproducing kernel hilbert space (2) stochastic gradient descent (2) martingale central limit theorem (1)

Papers

Convergence rates and approximation results for SGD and its continuous-time counterpart COLT 2021 Kernel Thinning COLT 2021 Kernelized Stein Discrepancy Tests of Goodness-of-fit for Time-to-Event Data ICML 2020 Normal Approximation for Stochastic Gradient Descent via Non-Asymptotic Rates of Martingale CLT COLT 2019 A Linear-Time Kernel Goodness-of-Fit Test NeurIPS 2017 Measuring Sample Quality with Kernels ICML 2017 A Kernel Test of Goodness of Fit ICML 2016 Measuring Sample Quality with Stein's Method NeurIPS 2015