most citedMean-Field Learning: a Survey

6 citations · 7 across the 5 of their papers we have counts for

collaborators

5 papers

stat.CO2017

On the Sum of Order Statistics and Applications to Wireless Communication Systems Performances

Nadhir Ben Rached, Zdravko Botev, Abla Kammoun +2

We consider the problem of evaluating the cumulative distribution function (CDF) of the sum of order statistics, which serves to compute outage probability (OP) values at the outpu…

q-fin.CP2017

Implied Stopping Rules for American Basket Options from Markovian Projection

Christian Bayer, Juho Häppölä, Raúl Tempone

This work addresses the problem of pricing American basket options in a multivariate setting, which includes among others, the Bachelier and the Black-Scholes models. In high dimen…

math.ST2017

On the Efficient Simulation of the Left-Tail of the Sum of Correlated Log-normal Variates

Mohamed-Slim Alouini, Nadhir Ben Rached, Abla Kammoun +1

The sum of Log-normal variates is encountered in many challenging applications such as in performance analysis of wireless communication systems and in financial engineering. Sever…

stat.ME20171 cited

Multilevel Monte Carlo in Approximate Bayesian Computation

Ajay Jasra, Seongil Jo, David Nott +2

In the following article we consider approximate Bayesian computation (ABC) inference. We introduce a method for numerically approximating ABC posteriors using the multilevel Monte…

cs.LG20126 cited

Mean-Field Learning: a Survey

Hamidou Tembine, Raul Tempone, Pedro Vilanova

In this paper we study iterative procedures for stationary equilibria in games with large number of players. Most of learning algorithms for games with continuous action spaces are…