8 citations · 40 across the 29 of their papers we have counts for
Showing 2019Show all
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cs.LG2019★ 3 cited
ROI Maximization in Stochastic Online Decision-Making
Nicolò Cesa-Bianchi, Tommaso Cesari, Yishay Mansour +1
We introduce a novel theoretical framework for Return On Investment (ROI) maximization in repeated decision-making. Our setting is motivated by the use case of companies that regul…
cs.LG2019★ 8 cited
Cooperative Online Learning: Keeping your Neighbors Updated
Nicolò Cesa-Bianchi, Tommaso R. Cesari, Claire Monteleoni
We study an asynchronous online learning setting with a network of agents. At each time step, some of the agents are activated, requested to make a prediction, and pay the correspo…