Skip to content

Jaron Sanders

Mathematician interested in complex stochastic systems and algorithms for them

  • Biography
  • Publications
  • Supervision
    • MSc, PhD Students
    • Available Projects
    • Scientific Writing Tips
  • Teaching
    • My courses
    • Stochastic Decision Theory
    • Effectiveness of Mathematics
    • My Favorite (In)Equalities
  • Contact

Tag: convergence

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.

Read more
Posted on December 4, 2020December 21, 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.

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

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

Universal Approximation in Dropout Neural Networks

Posted on December 21, 2020December 21, 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
Copyright Jaron Sanders | Mantranews by Mantrabrain.