59 citations · 570 across the 34 of their papers we have counts for
3 papers · 1 filter
On the Troll-Trust Model for Edge Sign Prediction in Social Networks
Géraud Le Falher, Nicolò Cesa-Bianchi, Claudio Gentile +1
In the problem of edge sign prediction, we are given a directed graph (representing a social network), and our task is to predict the binary labels of the edges (i.e., the positive…
Delay and Cooperation in Nonstochastic Bandits
Nicolo' Cesa-Bianchi, Claudio Gentile, Yishay Mansour +1
We study networks of communicating learning agents that cooperate to solve a common nonstochastic bandit problem. Agents use an underlying communication network to get messages abo…
Efficient Second Order Online Learning by Sketching
Haipeng Luo, Alekh Agarwal, Nicolo Cesa-Bianchi +1
We propose Sketched Online Newton (SON), an online second order learning algorithm that enjoys substantially improved regret guarantees for ill-conditioned data. SON is an enhanced…