137 citations · 650 across the 48 of their papers we have counts for
58 papers
Information Complexity of Mixed-integer Convex Optimization
Amitabh Basu, Hongyi Jiang, Phillip Kerger +1
We investigate the information complexity of mixed-integer convex optimization under different types of oracles. We establish new lower bounds for the standard first-order oracle,…
Feasibility of access EGI resources through the ESCAPE developed ESFRI Science Analysis Platform
Giuliano Taffoni, Sara Bertocco, Dave Morris +5
The EU ESCAPE project is developing ESAP, ESFRI 1 Scientific Analysis Platform, as an API gateway that enables the seamless integration of independent services accessing distribute…
Online and Bandit Algorithms Beyond Norms
Thomas Kesselheim, Marco Molinaro, Sahil Singla
Vector norms play a fundamental role in computer science and optimization, so there is an ongoing effort to generalize existing algorithms to settings beyond and $\el…
Online Demand Scheduling with Failovers
Konstantina Mellou, Marco Molinaro, Rudy Zhou
Motivated by cloud computing applications, we study the problem of how to optimally deploy new hardware subject to both power and robustness constraints. To model the situation obs…
Time-Constrained Learning
Sergio Filho, Eduardo Laber, Pedro Lazera +1
Consider a scenario in which we have a huge labeled dataset and a limited time to train some given learner using . Since we may not be able to use the whole da…
Robust Secretary and Prophet Algorithms for Packing Integer Programs
C. J. Argue, Anupam Gupta, Marco Molinaro +1
We study the problem of solving Packing Integer Programs (PIPs) in the online setting, where columns in of the constraint matrix are revealed sequentially, and the goal i…