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Jaron Sanders

Mathematician interested in complex stochastic systems and algorithms for them

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    • Stochastic Decision Theory
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Tag: stochastic networks

New publications

Universal Approximation in Dropout Neural Networks

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.

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Posted on December 21, 2020December 21, 2020 Author Jaron Comment(0)
Dropout and Dropconnect on a shallow neural network
New publications

Asymptotic convergence rate of Dropout on shallow linear neural networks

We have submitted Asymptotic convergence rate of Dropout on shallow linear neural networks, and it is currently under review. This is joint work between Albert Senen-Cerda and myself. A preprint is available on arXiv.

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Posted on December 4, 2020December 21, 2020 Author Jaron Comment(0)
Pierre Brémaud – Discrete Probability Models and Methods: Probability on Graphs and Trees, Markov Chains and Random Fields, Entropy and Coding
Books Conference News

Poster at Stochastic Networks 2018

This week I attended Stochastic Networks 2018, which took place at the International Centre for Mathematical Sciences (ICMS) in Edinburgh, Scotland. I presented a poster at this conference, and I was awarded a small prize for it.

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Posted on June 29, 2018January 13, 2019 Author Jaron Comment(0)

Recent Posts

Clusters in animal movement data

Detection and Evaluation of Clusters within Sequential Data

Posted on October 4, 2022October 14, 2022 Author Jaron
Singular value distribution of Nhat.

Singular value distribution of dense random matrices with block Markovian dependence

Posted on April 29, 2022April 29, 2022 Author Jaron

Random Posts

Online network optimization using product-form Markov processes

Posted on September 25, 2015March 9, 2020 Author Jaron

Modeling Rydberg Gases using Random Sequential Adsorption on Random Graphs

Posted on October 27, 2020November 10, 2020 Author Jaron

Categories

Tags

article (19) arxiv (8) asymptotics (8) Block Markov Chains (10) clustering (8) Markov chain (11) mathematics (25) networks (7) physics (9) probability theory (7)

Current Affiliations

  • Dutch Network on the Mathematics of Operations Research (LNMB)
  • Eindhoven Artificial Intelligence Systems Institute (EAISI)
  • Eindhoven University of Technology
  • EURANDOM
  • NETWORKS

Past Affiliations

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

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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