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Jaron Sanders

Mathematician interested in complex stochastic systems and algorithms for them

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Tag: asymptotics

Singular value distribution of Nhat.
New publications

Singular value distribution of dense random matrices with block Markovian dependence

We have submitted Singular value distribution of dense random matrices with block Markovian dependence, and it is currently under review. This is joint work between Alexander Van Werde and myself. A preprint is available on arXiv.

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Posted on April 29, 2022April 29, 2022 Author Jaron Comment(0)
New publications

Spectral norm bounds for block Markov chain random matrices

We have submitted Spectral norm bounds for block Markov chain random matrices, 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 November 12, 2021November 12, 2021 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)
New publications

Modeling Rydberg Gases using Random Sequential Adsorption on Random Graphs

We have submitted “Modeling Rydberg Gases using Random Sequential Adsorption on Random Graphs.” This is joint work with Daan Rutten.

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Posted on October 27, 2020November 10, 2020 Author Jaron Comment(0)
Example random neural network when using Dropconnect
New publications

Almost Sure Convergence of Dropout Algorithms for Neural Networks

We have submitted Almost Sure Convergence of Dropout Algorithms for Neural Networks, and it is currently under review. This is joint work between Albert Senen-Cerda and myself.

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Posted on February 7, 2020March 2, 2020 Author Jaron Comment(0)
Sample path of a BMC
New publications

Optimal clustering algorithms in Block Markov Chains

We have submitted Optimal Clustering Algorithms in Block Markov Chains, and it is currently under review. This is joint work between myself and Alexandre Proutiere. A preprint is available on arXiv.

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Posted on December 27, 2017January 13, 2019 Author Jaron Comment(0)
New publications

Optimality gaps in asymptotic dimensioning of many-server systems

We have submitted Optimality gaps in asymptotic dimensioning of many-server systems, and it is currently under review. This is joint work between Jaron Sanders, Sem Borst, Johan van Leeuwaarden, and Guido Janssen. The arXiv preprint can be obtained via this link.

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Posted on November 6, 2015December 25, 2018 Author Jaron Comment(0)
New publications

Scaled control in the QED regime

We will present Scaled control in the QED regime at Performance 2013, which is joint work between A.J.E.M. Janssen, J.S.H. van Leeuwaarden and Jaron Sanders. You can find the preprint on arXiv. The published version appeared in the journal Performance Evaluation, volume 70, issue 10. Scaled control in the QED regime Abstract We develop many-server

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Posted on July 4, 2013March 9, 2020 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

Sample path of a BMC

Optimal clustering algorithms in Block Markov Chains

Posted on December 27, 2017January 13, 2019 Author Jaron
Recovered transition matrix of a Block Markov Chain

ML Seminars: Clustering in Block Markov Chains

Posted on October 10, 2018March 9, 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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