24 citations · 44 across the 10 of their papers we have counts for
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cs.LG2019★ 4 cited
Risk-Averse Explore-Then-Commit Algorithms for Finite-Time Bandits
Ali Yekkehkhany, Ebrahim Arian, Mohammad Hajiesmaili +1
In this paper, we study multi-armed bandit problems in explore-then-commit setting. In our proposed explore-then-commit setting, the goal is to identify the best arm after a pure e…
cs.DS2019★ 5 cited
Online Inventory Management with Application to Energy Procurement in Data Centers
Lin Yang, Mohammad H. Hajiesmaili, Ramesh Sitaraman +3
Motivated by the application of energy storage management in electricity markets, this paper considers the problem of online linear programming with inventory management constraint…