115 citations · 199 across the 26 of their papers we have counts for
4 papers · 1 filter
Some Remarks on Replicated Simulated Annealing
Vincent Gripon, Matthias Löwe, Franck Vermet
Recently authors have introduced the idea of training discrete weights neural networks using a mix between classical simulated annealing and a replica ansatz known from the statist…
Reconstructing a (recurrent) random environment from a single trajectory of Random Walk in Random Environment with errors
Jonas Jalowy, Matthias Löwe
We consider one infinite path of a Random Walk in Random Environment (RWRE, for short) in an unknown environment. This environment consists of either i.i.d.\ site or bond randomnes…
Towards an Intrinsic Definition of Robustness for a Classifier
Théo Giraudon, Vincent Gripon, Matthias Löwe +1
The robustness of classifiers has become a question of paramount importance in the past few years. Indeed, it has been shown that state-of-the-art deep learning architectures can e…
A Central Limit Theorem for the mean starting hitting time for a random walk on a random graph
Matthias Löwe, Sara Terveer
We consider simple random walk on a realization of an Erdős-Rényi graph that is asymptotically almost surely (a.a.s.) connected. We show a Central Limit Theorem (CLT) for the avera…