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Jaron Sanders

Mathematician interested in complex stochastic systems and algorithms for them

  • Biography
  • Publications
  • Supervision
    • Overview
    • Scientific Writing Tips
  • Available Projects
  • Teaching
    • Overview
    • 2MMS50 – Stochastic Decision Theory
    • 2WH10 – Effectiveness of Mathematics
    • My Favorite (In)Equalities
  • Contact

New publications

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)
Coupled exploration process
New publications

Scaling limits and generic bounds for exploration processes

We have submitted Scaling limits and generic bounds for exploration processes, and it is currently under review. It is joint work between Paola Bermolen, Matthieu Jonckheere, and Jaron Sanders. A preprint is available on arXiv.

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Posted on December 29, 2016January 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)

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Recent Posts

Universal Approximation in Dropout Neural Networks

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

Random Posts

Online network optimization using product-form Markov processes

Posted on September 25, 2015March 9, 2020 Author Jaron
Histogram of grades (July 2018)

Data Communications Networking course

Posted on July 13, 2018March 1, 2020 Author Jaron

Categories

Tags

article (16) arxiv (6) asymptotics (6) Block Markov Chains (6) clustering (6) Markov chain (9) mathematics (20) networks (7) physics (9) TU Delft (5)

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

  • TU Eindhoven, Dept. of Mathematics & Computer Science

    Purification of Quantum Trajectories with Errors

    • Eindhoven, The Netherlands
    • TU Eindhoven, Dept. of Mathematics & Computer Science
    • MSc Project
  • TU Eindhoven, Dept. of Mathematics & Computer Science

    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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