output
20112022
most citedMultidimensional Economic Complexity and Inclusive Green Growth

128 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2019Show all

4 papers · 1 filter

math.OC2019★ 5 cited

Conservative set valued fields, automatic differentiation, stochastic gradient method and deep learning

Jérôme Bolte, Edouard Pauwels

Modern problems in AI or in numerical analysis require nonsmooth approaches with a flexible calculus. We introduce generalized derivatives called conservative fields for which we d…

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.GT2019★ 11 cited

Search for an Immobile Hider on a Stochastic Network

Tristan Garrec, Marco Scarsini

Harry hides on an edge of a graph and does not move from there. Sally, starting from a known origin, tries to find him as soon as she can. Harry's goal is to be found as late as po…

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…