322 citations · 403 across the 40 of their papers we have counts for
52 papers
Breaking the Barriers of Text-Hungry and Audio-Deficient AI
Hamidou Tembine, Issa Bamia, Massa NDong +31
While global linguistic diversity spans more than 7164 recognized languages, the current dominant architecture of machine intelligence remains fundamentally biased toward written t…
Backpressure-based Mean-field Type Game for Scheduling in Multi-Hop Wireless Sensor Networks
Salah Eddine Choutri, Boualem Djehiche, Prajwal Chauhan +1
We propose a Mean-Field Type Game (MFTG) framework for effective scheduling in multi-hop wireless sensor networks (WSNs) using backpressure as a performance criterion. Traditional…
Discrete time stochastic impulse control with delay
Said Hamadène, Boualem Djehiche
We study a class of infinite-horizon impulse control problems with execution delay in discrete time. Using probabilistic methods, particularly the notion of the Snell envelope of p…
Convergence rate for random walk approximations of mean field BSDEs
Boualem Djehiche, Hannah Geiss, Stefan Geiss +2
We study the rate of convergence w.r.t.~a Wasserstein type distance for random walk approximations of mean field BSDEs. Our method does not use the particle method but instead a fr…
Continuous time Stochastic optimal control under discrete time partial observations
Christian Bayer, Boualem Djehiche, Eliza Rezvanova +1
This work addresses stochastic optimal control problems where the unknown state evolves in continuous time while partial, noisy, and possibly controllable measurements are only ava…
The outcomes of generative AI are exactly the Nash equilibria of a non-potential game
Boualem Djehiche, Hamidou Tembine
In this article we show that the asymptotic outcomes of both shallow and deep neural networks such as those used in BloombergGPT to generate economic time series are exactly the Na…