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Tasuku Soma （相馬 輔）
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Hi! I am an associate professor in `the Institute of Statistical Mathematics <https://www.ism.ac.jp/index_e.html>`_ and `the Graduate Univerisity for Advanced Studies, SOKENDAI <https://www.soken.ac.jp/en>`_, Tokyo, Japan. 

Previously, I was a JSPS postdoctoral fellow in the `department of mathematics, Massachusetts Institute of Technology <https://math.mit.edu>`_, where I was fortunate to be mentored by `Michel Goemans <http://www-math.mit.edu/~goemans/>`_. Before MIT, I was a research associate and a Ph.D student in `the University of Tokyo <http://www.u-tokyo.ac.jp/en/>`_, where I had the privilege of being mentored and supervised by `Satoru Iwata <https://www.opt.mist.i.u-tokyo.ac.jp/~iwata>`_.

|:e-mail:| Email: |mail|

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|:door:| Room: D607B

|:page_facing_up:| Curriculum Vitae: [`PDF <cv.pdf>`_] [`日本語(researchmap) <https://researchmap.jp/tasuku>`_]

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    - |:mega:| **リサーチアシスタント募集中** 
    
      `JSTさきがけ「未来数理科学」領域 <https://www.jst.go.jp/kisoken/presto/research_area/bunya2024-2.html>`_ の研究課題において研究補助員(RA)を募集しています．研究成果の最適化アルゴリズムをPythonライブラリ化する補助のお仕事です．興味のある方は，上記のメールアドレスまでお気軽にお問い合わせください．

Research Areas
------------------------------
**Combinatorial Optimization ∩ Machine Learning**

- Submodular optimization and its applications in machine learning
- Linear algebra in combinatorial optimization and algorithm design
- Convex optimization, online learning, and compressed sensing 

Contents
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    :maxdepth: 1

    publications
    talks
    software


Notes (in Japanese)
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.. toctree::
    :maxdepth: 1

    beamer
    tikz
    tikzgraph
    biblatex

Teaching (in Japanese)
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- `総研大統計科学コース 計算数理基礎（相馬担当分「組合せ最適化」） <https://github.com/tasusu/keisansuuri>`_ 

  講義資料 [`多面体的組合せ論 <polyhedra.pdf>`_] [`二部マッチング <bipartite.pdf>`_]

- `東大計数 演習第二2019講義ノート(Multiplicative Weight Update) <mwunote.pdf>`_ [`レポート問題 <mwu.pdf>`_]
- `東大計数 演習第二2018講義ノート(完全マッチングに対する代数的アルゴリズム) <algalg.pdf>`_