228 citations · 798 across the 24 of their papers we have counts for
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stat.ML2016★ 1 cited
Scalable Approximations for Generalized Linear Problems
Murat A. Erdogdu, Mohsen Bayati, Lee H. Dicker
In stochastic optimization, the population risk is generally approximated by the empirical risk. However, in the large-scale setting, minimization of the empirical risk may be comp…
stat.ML2016★ 5 cited
Dynamic Pricing with Demand Covariates
Sheng Qiang, Mohsen Bayati
We consider a firm that sells products over periods without knowing the demand function. The firm sequentially sets prices to earn revenue and to learn the underlying demand fu…