Niladri S. Chatterji
Niladri S. Chatterji
Graduate Student, Department of Physics, UC Berkeley
Verified email at - Homepage
TitleCited byYear
Underdamped Langevin MCMC: A non-asymptotic analysis
X Cheng, NS Chatterji, PL Bartlett, MI Jordan
arXiv preprint arXiv:1707.03663, 2017
On the theory of variance reduction for stochastic gradient Monte Carlo
NS Chatterji, N Flammarion, YA Ma, PL Bartlett, MI Jordan
arXiv preprint arXiv:1802.05431, 2018
Sharp convergence rates for langevin dynamics in the nonconvex setting
X Cheng, NS Chatterji, Y Abbasi-Yadkori, PL Bartlett, MI Jordan
arXiv preprint arXiv:1805.01648, 2018
Enhancement of Spin-transfer torque switching via resonant tunneling
N Chatterji, AA Tulapurkar, B Muralidharan
Applied Physics Letters 105 (23), 232410, 2014
Alternating minimization for dictionary learning with random initialization
N Chatterji, PL Bartlett
Advances in Neural Information Processing Systems, 1997-2006, 2017
Is There an Analog of Nesterov Acceleration for MCMC?
YA Ma, N Chatterji, X Cheng, N Flammarion, P Bartlett, MI Jordan
arXiv preprint arXiv:1902.00996, 2019
OSOM: A Simultaneously Optimal Algorithm for Multi-Armed and Linear Contextual Bandits
NS Chatterji, V Muthukumar, PL Bartlett
arXiv preprint arXiv:1905.10040, 2019
Online learning with kernel losses
A Pacchiano, NS Chatterji, PL Bartlett
arXiv preprint arXiv:1802.09732, 2018
Langevin Monte Carlo without Smoothness
NS Chatterji, J Diakonikolas, MI Jordan, PL Bartlett
arXiv preprint arXiv:1905.13285, 2019
Online learning with kernel losses
N Chatterji, A Pacchiano, P Bartlett
International Conference on Machine Learning, 971-980, 2019
Proposal for a spin-transfer torque device based on resonant tunneling
N Chatterji, A Tulapurkar, B Muralidharan
APS Meeting Abstracts, 2015
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