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cs.LG2020★ 1 cited
Differentially Private Online Submodular Maximization
Sebastian Perez-Salazar, Rachel Cummings
In this work we consider the problem of online submodular maximization under a cardinality constraint with differential privacy (DP). A stream of submodular functions over a co…
math.OC2020
Adaptive Bin Packing with Overflow
Sebastian Perez-Salazar, Mohit Singh, Alejandro Toriello
Motivated by bursty bandwidth allocation and by the allocation of virtual machines to servers in the cloud, we consider the online problem of packing items with random sizes into u…