Jaron Sanders

Latest Publications

Universal Approximation in Dropout Neural Networks

Posted on December 21, 2020December 21, 2020 Author Jaron Comment(0)

We have submitted Universal Approximation in Dropout Neural Networks, and it is currently under review. This is joint work between, Oxana Manita, Mark Peletier, Jacobus Portegies, Albert Senen-Cerda and myself. A preprint is available on arXiv.

Dropout and Dropconnect on a shallow neural network

I have recently been awarded an NWO Open Competition ENW-Klein-1 grant. The topic is Clustering and Spectral Concentration in Markov Chains.

News

ICML 2020

Posted on July 17, 2020November 10, 2020 Author Jaron Comment(0)

This week I attended ICML 2020 online because of COVID-19. I applaud the ICML: the digital experience was good and the speakers recorded excellent videos.

Random Posts

First edition cover of Perfectly Reasonable Deviations from the Beaten Track: Selected letters of Richard P. Feynman, by Richard Feynman and Michelle Feynman

Current Affiliations

Eindhoven University of Technology
EURANDOM
NETWORKS
Stochastic Operations Research

Past Affiliations

Delft University of Technology, Delft, The Netherlands
KTH Royal Institute of Technology, Stockholm, Sweden

Latest Publications

Universal Approximation in Dropout Neural Networks

Asymptotic convergence rate of Dropout on shallow linear neural networks

Modeling Rydberg Gases using Random Sequential Adsorption on Random Graphs

Almost Sure Convergence of Dropout Algorithms for Neural Networks

Markov chains for error accumulation in quantum circuits

Latest News

Open Competition ENW-KLEIN-1 grant