Takashi TAKAHASHI(髙橋昂)

Ph.D. Student at Tokyo Institute of Technology,

Research Fellowship (DC2) at Japan Society for the Program of Science

takahashi.t.cc(a-t)m.titech.ac.jp


I am a Ph.D. student in Mathematical and Computing Science at Tokyo Institute of Technology, where I am advised by Yoshiyuki Kabashima. I work in the fields of statistical mechanics of disordered systems and statisitcal inference.

Curriculum Vitae

Publications


scholar

    2020


  1. Takashi Takahashi and Yoshiyuki Kabashima,
    "Semi-analytic approximate stability selection for correlated data in generalized linear models",
    arXiv:2003.08670. arXiv
    Preprint

  2. Takashi Takahashi and Yoshiyuki Kabashima,
    "Macroscopic Analysis of Vector Approximate Message Passing in a Model Mismatch Setting",
    Accepted to 2020 IEEE International Symposium on Information Theory (31, March. 2020.) arXiv
    Peer-reviewed conference paper , (Final version will appear in June.)

  3. 2019


  4. Takashi Takahashi and Yoshiyuki Kabashima,
    "Replicated Vector Approximate Message Passing For Resampling Problem",
    arXiv:1905.09545. arXiv
    Preprint

  5. 2018


  6. Takashi Takahashi and Yoshiyuki Kabashima,
    "A statistical mechanics approach to de-biasing and uncertainty estimation in LASSO for random measurements",
    J. Stat. Mech. (2018) 073405. (open access) arXiv demo
    Refereed journal paper

  7. 2015


  8. Takashi Takahashi and Koji Hukushima,
    "Evidence of a one-step replica symmetry breaking in a three-dimensional Potts glass model",
    Physical Review E 91, 020102(R) (2015). arXiv
    Refereed journal paper

top


Presentations


International Conferences


    2020


  1. (Oral, Peer reviewed)
    Takashi Takahashi and Yoshiyuki Kabashima,
    "Macroscopic Analysis of Vector Approximate Message Passing in a Model Mismatch Setting",
    2020 IEEE International Symposium on Information Theory, June 21-26, 2020, Los Angeles, California, USA (virtual online conference on the same dates due to the COVID-19 Pandemic)

  2. 2019


  3. (Oral)
    Takashi Takahashi and Yoshiyuki Kabashima,
    "Replicated vector approximate message passing for resampling problem",
    Statistical Physics and Neural Computation (SPNC-2019), Oct 4-6, 2019, Sun Yat-sen University, Guangzhou, China

  4. (Poster)
    Takashi Takahashi and Yoshiyuki Kabashima,
    "Replicated vector approximate message passing for resampling problem",
    40 years of Replica Symmetry Breaking, A conference about systems with many states, 10-13 September 2019, Sapienza University of Rome, Italy

  5. 2014


  6. (Poster)
    Takashi Takahashi and Koji Hukushima,
    "Evidence of one-step replica symmetry breaking in a finite-dimensional Potts glass model",
    Spin glasses: An old tool for new problems, Institute D'Etudes Scientifiques de Cargese, Cargese, France, 2014/8/25-9/6

top

Domestic Conferences


    2020


  1. (Oral)
    Takashi Takahashi and Yoshiyuki Kabashima,
    モデル不整合時におけるベクトル近似メッセージパッシングアルゴリズムの解析」,
    (An analysis of vector approximate message passing in a model mismatched setting)
    17aK43-10, 75th JPS meeting, Nagoya, Mar. 2020.

  2. 2019


  3. (Poster)
    髙橋 昂, 樺島 祥介,
    「相関のある特徴に対する半解析的stability selection法の開発」,
    第22回情報論的学習理論ワークショップ (IBIS 2019), 20-21, November 2019, Nagoya, Japan

  4. (Oral)
    髙橋 昂, 樺島 祥介,
    「相関のある特徴量に対する半解析的Stability Selection法」,
    科研費シンポジウム 「統計学と機械学習の数理と展開」, 18-19, September 2019, Tokyo Institute of Technology, Japan

  5. (Oral)
    Takashi Takahashi and Yoshiyuki Kabashima,
    「相関のある特徴パターンに対する半解析的stability selection法」,
    (Semi-analytic stability selection for correlated feature patterns)
    14pG214-4, 74th JPS meeting, Ito, Mar. 2019.

  6. 2018


  7. (Oral)
    Takashi Takahashi and Yoshiyuki Kabashima,
    「適応Thouless-Anderson-Palmer法によるLASSOに関する半解析的パラメトリックブートストラップ法の開発」,
    (Adaptive Thouless-Anderson-Palmer approach to semi-analytic parametric bootstrap method in LASSO)
    9pM203-4, JPS Fall meeting, Kyotanabe, Sep. 2018.,

  8. (Oral)
    Takashi Takahashi and Yoshiyuki Kabashima,
    「適応Tholess-Anderson-Palmer法によるLASSO解の統計的不確かさ評価手法の開発」,
    (Adaptive Thouless-Anderson-Palmer approach to quantification of uncertainty associated with LASSO)
    22aK703-3, 73th JPS meeting, Saitama, Mar. 2018.,

  9. 2015


  10. (Oral)
    Takashi Takahashi and Koji Hukushima,
    「3次元ポッツグラスにおける静的・動的協調スケールの研究」,
    (Numerical study of static and dynamic cooperative scales in a three dimensional Potts glass model)
    24pBL-4, 70th JPS meeting, Tokyo, Mar. 2015.,

  11. (Poster)
    Takashi Takahashi and Koji Hukushima,
    「3次元ポッツグラス模型における1段階レプリカ対称性の破れと動的異常」,
    第4回ソフトマター研究会,P-24, Aichi,Jan. 2015.,

  12. 2014


  13. (Poster)
    Takashi Takahashi and Koji Hukushima,
    「3次元スピングラス模型の結合レプリカ系の性質」,
    (Monte-Carlo study of a coupled replica system of a three dimensional Potts glass model)
    8pPSA-3, JPS Fall meeting, Aichi, Sep. 2014.,

  14. (Oral)
    Takashi Takahashi and Koji Hukushima,
    「有限次元スピングラス模型の示す1段階レプリカ対称性の破れ」,
    (One-step replica symmetry breaking in a finite dimensional spin-glass model)
    28aAR-6, 69th JPS meeting, Kanagawa, Mar. 2014.,

  15. 2013


  16. (Oral)
    Takashi Takahashi and Koji Hukushima,
    「3次元ポッツグラス模型のスピングラス相の性質」,
    (Equilibrium properties of spin-glass phase of 3d potts glass model)
    28pKL-6, JPS Fall meeting, Tokushima, Sep. 2013.,

top