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Jaron Sanders

Mathematician interested in complex stochastic systems and algorithms for them

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    • MSc, PhD Students
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    • My courses
    • Stochastic Decision Theory
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New publications

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)
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)
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)
Schematic depiction of the hitting time for the Schatten p norm
New publications

Markov chains for error accumulation in quantum circuits

We have submitted Markov chains for error accumulation in quantum circuits, and it is currently under review. This is joint work between Long Ma and myself. A preprint is available on arXiv.

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Posted on September 11, 2019March 1, 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)

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Recent Posts

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

XVII Brunel-Bielefeld Workshop

Posted on December 18, 2021December 17, 2021 Author Jaron

Random Posts

ICML 2020 logo

ICML 2020

Posted on July 17, 2020November 10, 2020 Author Jaron
NExTWORKx

Announcing NExTWORKx

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

Categories

Tags

article (18) arxiv (8) asymptotics (8) Block Markov Chains (9) clustering (7) Markov chain (11) mathematics (24) 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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