492 citations · 1.7k across the 126 of their papers we have counts for
6 papers · 1 filter
Predicting Counterfactuals from Large Historical Data and Small Randomized Trials
Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov
When a new treatment is considered for use, whether a pharmaceutical drug or a search engine ranking algorithm, a typical question that arises is, will its performance exceed that…
Dynamics of Evolving Social Groups
Noga Alon, Michal Feldman, Yishay Mansour +2
Exclusive social groups are ones in which the group members decide whether or not to admit a candidate to the group. Examples of exclusive social groups include academic department…
When should an expert make a prediction?
Amir Ban, Yossi Azar, Yishay Mansour
We consider a setting where in a known future time, a certain continuous random variable will be realized. There is a public prediction that gradually converges to its realized val…
Online Learning with Low Rank Experts
Elad Hazan, Tomer Koren, Roi Livni +1
We consider the problem of prediction with expert advice when the losses of the experts have low-dimensional structure: they are restricted to an unknown -dimensional subspace.…
Bayesian Exploration: Incentivizing Exploration in Bayesian Games
Yishay Mansour, Aleksandrs Slivkins, Vasilis Syrgkanis +1
We consider a ubiquitous scenario in the Internet economy when individual decision-makers (henceforth, agents) both produce and consume information as they make strategic choices i…
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…