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Thanh Huy Nguyen
Thanh Huy Nguyen
Télécom Paris
Verified email at telecom-paristech.fr
Title
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Cited by
Year
First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise
TH Nguyen, U Şimşekli, M Gürbüzbalaban, G Richard
arXiv preprint arXiv:1906.09069, 2019
492019
Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization
TH Nguyen, U Şimşekli, G Richard
arXiv preprint arXiv:1901.07487, 2019
312019
Asynchronous stochastic quasi-Newton MCMC for non-convex optimization
U Şimşekli, Ç Yıldız, TH Nguyen, G Richard, AT Cemgil
arXiv preprint arXiv:1806.02617, 2018
29*2018
On the Heavy-Tailed Theory of Stochastic Gradient Descent for Deep Neural Networks
U Şimşekli, M Gürbüzbalaban, TH Nguyen, G Richard, L Sagun
arXiv preprint arXiv:1912.00018, 2019
222019
Efficient Bayesian Model Selection in PARAFAC via Stochastic Thermodynamic Integration
TH Nguyen, U Şimşekli, G Richard, AT Cemgil
IEEE Signal Processing Letters 25 (5), 725-729, 2018
62018
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Articles 1–5