54 citations · 145 across the 26 of their papers we have counts for
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cs.LG2021★ 4 cited
Adaptive Importance Sampling for Finite-Sum Optimization and Sampling with Decreasing Step-Sizes
Ayoub El Hanchi, David A. Stephens
Reducing the variance of the gradient estimator is known to improve the convergence rate of stochastic gradient-based optimization and sampling algorithms. One way of achieving var…
cs.LG2018★ 3 cited
Modeling disease progression in longitudinal EHR data using continuous-time hidden Markov models
Aman Verma, Guido Powell, Yu Luo +2
Modeling disease progression in healthcare administrative databases is complicated by the fact that patients are observed only at irregular intervals when they seek healthcare serv…