Recent Developments - Jaron Sanders

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Mathematician interested in complex stochastic systems and algorithms for them

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Latest Publications

New 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

Asymptotic convergence rate of Dropout on shallow linear neural networks

Posted on December 4, 2020December 21, 2020 Author Jaron Comment(0)

Modeling Rydberg Gases using Random Sequential Adsorption on Random Graphs

Posted on October 27, 2020November 10, 2020 Author Jaron Comment(0)

Example random neural network when using Dropconnect

Almost Sure Convergence of Dropout Algorithms for Neural Networks

Posted on February 7, 2020March 2, 2020 Author Jaron Comment(0)

Schematic depiction of the hitting time for the Schatten p norm

Markov chains for error accumulation in quantum circuits

Posted on September 11, 2019March 1, 2020 Author Jaron Comment(0)

Latest News

Open Competition ENW-KLEIN-1 grant

Posted on July 21, 2020November 10, 2020 Author Jaron Comment(0)

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

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

Dropout and Dropconnect on a shallow neural network

Asymptotic convergence rate of Dropout on shallow linear neural networks

Posted on December 4, 2020December 21, 2020 Author Jaron

Pascal Lagerweij - Reinforcement Learning on Block Markov Chains

Reinforcement Learning in Block Markov Chains

Posted on March 29, 2019March 2, 2020 Author Jaron

Announcing NExTWORKx

Posted on March 21, 2018January 13, 2019 Author Jaron

Interacting particles in wireless networks and Rydberg gasses

Posted on December 23, 2011September 22, 2018 Author Jaron

Categories

Categories

Tags

article arxiv asymptotics Block Markov Chains clustering Markov chain mathematics networks physics TU Delft

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

Available Jobs / Projects

Purification of Quantum Trajectories with Errors
- Eindhoven, The Netherlands
- TU Eindhoven, Dept. of Mathematics & Computer Science
- MSc Project
Spectral Concentration in Random Matrices with a Case Study in Clustering
- Eindhoven, The Netherlands
- TU Eindhoven, Dept. of Mathematics & Computer Science
- BSc Project

Contact details

E-mail address: jaron.sanders@tue.nl
Telephone number (work): +31 (0)40247 8230

Visit / Postal address

dr. Jaron Sanders
Eindhoven University of Technology
Department of Mathematics & Computer Science
Section Stochastics
Research group Stochastic Operations Research
MetaForum, Room MF 4.074 Groene Loper 5, 5612 AZ Eindhoven, The Netherlands

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