2 papers
cs.LG2026
Online Convex Optimization with Sublinear Noisy Probes
Simone Di Gregorio, Anupam Gupta, Stefano Leonardi +1
We study Online Convex Optimization (OCO) over a convex set , where in each round the learner selects and then observes a convex loss $f_t:K\…
cs.GT2026
Private Learning in Bilateral Trade
Simone Di Gregorio, Federico Fusco, Stefano Leonardi +1
Bilateral trade models one of the most fundamental economic interactions: the intermediation between two strategic agents, a seller and a buyer, willing to trade a good. We conside…