papers
Publications (17)
math.PR2012
Gaussian Fluctuations for Sample Covariance Matrices with Dependent Data
Olga Friesen, Matthias Löwe, Michael Stolz
math.PR2012
On the Spectral Density of Large Sample Covariance Matrices with Markov Dependent Columns
Olga Friesen, Matthias Löwe
math.PR2014
Large deviation upper bounds for sums of positively associated indicators
Matthias Löwe, Franck Vermet
math.PR2014
On hitting times for simple random walk on dense Erdös-Rényi random graphs
Matthias Löwe, Felipe Torres
math.PR2012
Moderate deviations for random field Curie-Weiss models
Matthias Löwe, Raphael Meiners
math.PR2011
The semicircle law for matrices with independent diagonals
Olga Friesen, Matthias Löwe
math.PR2012
A transfer principle for deviations principles
Matthias Löwe, Raphael Meiners
math.PR2016
A Comparative Study of Sparse Associative Memories
Vincent Gripon, Judith Heusel, Matthias Löwe +1
math.PR2009
Stein's method for dependent random variables occurring in Statistical Mechanics
Peter Eichelsbacher, Matthias Löwe
math.PR2015
On the Limiting Spectral Density of Random Matrices filled with Stochastic Processes
Matthias Löwe, Kristina Schubert
math.PR2017
On a model of associative memory with huge storage capacity
Mete Demircigil, Judith Heusel, Matthias Löwe +2
math.PR2015
Capacity of an associative memory model on random graph architectures
Matthias Löwe, Franck Vermet
cs.LG2017
Improving Accuracy of Nonparametric Transfer Learning via Vector Segmentation
Vincent Gripon, Ghouthi B. Hacene, Matthias Löwe +1
cs.LG2017
Associative Memories to Accelerate Approximate Nearest Neighbor Search
Vincent Gripon, Matthias Löwe, Franck Vermet
math.PR2012
Large deviations principle for Curie-Weiss models with random fields
Matthias Löwe, Raphael Meiners, Felipe Torres
math.PR2012
A phase transition for the limiting spectral density of random matrices
Olga Friesen, Matthias Löwe
math.PR2014
On the capacity of a new model of associative memory based on neural cliques
Judith Heusel, Matthias Löwe, Franck Vermet