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Jaron Sanders

Mathematician interested in complex stochastic systems and algorithms for them

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Tag: Block Markov Chains

Clusters in animal movement data
New publications

Detection and Evaluation of Clusters within Sequential Data

Motivated by theoretical advancements in dimensionality reduction techniques we use a recent model, called Block Markov Chains, to conduct a practical study of clustering in real-world sequential data.

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Posted on October 4, 2022October 14, 2022 Author Jaron Comment(0)
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)
Conference

XVII Brunel-Bielefeld Workshop

Today, Albert Senen-Cerda and Alexander Van Werde presented two posters at the XVII Brunel-Bielefeld Workshop on Random Matrix Theory and Applications.

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Posted on December 18, 2021December 17, 2021 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)
News

Open Competition ENW-KLEIN-1 grant

I have recently been awarded an NWO Open Competition ENW-Klein-1 grant. The topic is Clustering and Spectral Concentration in Markov Chains.

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Posted on July 21, 2020November 10, 2020 Author Jaron Comment(0)
Mindmap of CBMC's proofs.
News

Revision of and reading aids for Clustering in Block Markov Chains

We have revised Clustering in Block Markov Chains based on comments by our scientific peers. You can find the revised version in this post and the latest version in my list of publications. As always, we have also made the revision available on arXiv. We have also created two reading aids: a symbol list and a mindmap of the proof.

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Posted on July 29, 2019September 11, 2019 Author Jaron Comment(0)
Conference

INFORMS-APS 2019

Last week I travelled to Brisbane, Australia to attend two workshops, and to present our work on Clustering in Block Markov Chains at a conference called INFORMS-APS 2019. While the fourty-eight hours of travel were excruciatingly tiring (and don’t get me started on the jetlag), attending these events was definitely worth it from an academic point of view.

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Posted on July 11, 2019March 1, 2020 Author Jaron Comment(0)
Pascal Lagerweij - Reinforcement Learning on Block Markov Chains
Supervision

Reinforcement Learning in Block Markov Chains

On March 29th, 2019, Pascal Lagerweij defended his MSc thesis Reinforcement Learning in Block Markov Chains. His committee consisted of prof.dr.ir Piet Van Mieghem, dr. Matthijs Spaan, and myself (as daily supervisor). Pascal joined our research group Network Architectures and Services on May 22nd, 2018.

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Posted on March 29, 2019March 2, 2020 Author Jaron Comment(0)

Posts pagination

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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

VvS+OR Master’s Thesis Award

Posted on March 21, 2013September 22, 2018 Author Jaron

Open Competition ENW-KLEIN-1 grant

Posted on July 21, 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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