Makoto Yamada
Makoto Yamada (Ph.D.)
Title
Team Leader

Members

  • Team leader
    Makoto Yamada
  • Postdoctoral researcher
    Peter Naylor
  • Senior visiting scientist
    Shigeyuki Matsui
  • Senior visiting scientist
    Kenji Fukumizu
  • Visiting scientist
    Hisashi Kashima
  • Visiting scientist
    Hidetoshi Shimodaira
  • Visiting scientist
    Akifumi Okuno
  • Visiting scientist
    Junya Honda
  • Visiting scientist
    Yoshikazu Terada
  • Visiting scientist
    Heewon Park
  • Visiting scientist
    Yuta Itoh
  • Visiting scientist
    Sho Yokoi
  • Visiting scientist
    Masaaki Imaizumi
  • Visiting scientist
    Taichiro Endo
  • Visiting scientist
    Benjamin Poignard
  • Part-time worker I
    Kenta Kihara
  • Part-time worker I
    Yihua Zhu

Introduction

Laboratory's photo

We are focusing on developing machine learning algorithm for large p and small n problems such as biomarker discovery and toxicogenomics prediction. In particular, we are interested in nonlinear feature selection algorithms for such high-dimensional data, and proposing simple yet efficient algorithms. Ultimately, we want to build a machine learning framework to automatically find an important information from data.

Main Research Field
Computer Science
Research Subjects
High-dimensional Feature Selection
Transfer Learning
Laboratory Website URL
https://riken-yamada.github.io/
RIKEN Website URL
http://www.riken.jp/en/research/labs/aip/generic_tech/highdim_stat_model/

Introduction Video

Talk by Cheng Wang, Shanghai Jiao Tong University on On the computational and theoretical analysis of high dimensional precision matrix estimation thumbnails
Show details
All videos
Poster(s)

Related posts

posted on September 8, 2022 08:25Seminar
High-dimensional Statistical Modeling Team Seminar (Talk by Cheng Wang, Shanghai Jiao Tong University)
posted on June 21, 2022 19:02Seminar
High-dimensional Statistical Modeling Team Seminar (Talk by Dorian Baudry (CNRS/INRIA))
posted on May 23, 2022 10:51Information
11 papers have been accepted at ICML 2022
posted on April 15, 2022 15:30InformationAward
【Updated】NLP2022 Award
posted on March 7, 2022 10:26Seminar
High-dimensional Statistical Modeling Team Seminar (Fangyu Liu, University of Cambridge)
posted on January 26, 2022 23:43Seminar
High-dimensional Statistical Modeling Team Seminar (Talk by Pierre Alquier, RIKEN AIP)
posted on January 24, 2022 08:52Information
7 papers have been accepted at AISTATS 2022
posted on December 22, 2021 10:01Seminar
【Rescheduled】High-dimensional Statistical Modeling Team Seminar (Talk by Antonin Schrab, UCL)
posted on October 29, 2021 09:51Seminar
High-dimensional Statistical Modeling Team Seminar (Talk by Prof. ‪Soheil Kolouri, Vanderbilt University‬)
posted on October 11, 2021 17:38Seminar
High-dimensional Statistical Modeling Team Seminar (Talk by Dr. Vu Nguyen, Amazon)
posted on October 13, 2021 14:01Seminar
High-dimensional Statistical Modeling Team Seminar (Talk by Prof. Matt Kusner, UCL)
posted on October 8, 2021 16:33Information
17 papers were accepted at NeurIPS 2021
posted on October 4, 2021 15:37Seminar
High-dimensional Statistical Modeling Team Seminar (Talk by Dr. Hiroshi Kajino, IBM Research - Tokyo)
posted on September 21, 2021 09:03Seminar
High-dimensional Statistical Modeling Team Seminar (Talk by Dr. Boris Muzellec, INRIA)
posted on July 25, 2021 08:57Seminar
High-dimensional Statistical Modeling Team Seminar (Talk by Prof. Yoshikazu Terada, Osaka University)
posted on July 26, 2021 07:50Seminar
High-dimensional Statistical Modeling Team Seminar (Talk by Mr. Weihua Hu, Stanford University)
posted on July 26, 2021 21:00Seminar
High-dimensional Statistical Modeling Team Seminar (Talk by Mr. Mathis Petrovich, École des Ponts ParisTech)
posted on August 1, 2021 13:39Seminar
High-dimensional Statistical Modeling Team Seminar (Talk by Mr. Tobias Freidling, University of Cambridge)
posted on May 21, 2021 15:49Information
26 papers have been accepted at ICML 2021
posted on April 7, 2021 16:45Seminar
High-dimensional Statistical Modeling Team Seminar (Talk by Prof. Sébastien Fries, Vrije Universiteit Amsterdam)
posted on March 29, 2021 13:54Seminar
High-dimensional Statistical Modeling Team Seminar (Talk by Prof. Rose Yu, UCSD)
posted on January 29, 2021 13:48Information
17 papers were accepted at AISTATS 2021
posted on November 24, 2020 15:04Seminar
[9th AIP Open Seminar] Talks by High-dimensional Statistical Modeling Team"
posted on October 2, 2020 09:00Information
21 papers were accepted at NeurIPS 2020
posted on June 3, 2020 14:03Information
Papers were accepted at CVPR 2020
posted on July 16, 2020 15:15Information
Eighteen papers were accepted at ICML 2020
posted on March 13, 2020 11:25Information
Ten papers were accepted at AISTATS 2020
posted on December 5, 2019 09:30Information
Fourteen papers were accepted at AAAI-20
posted on September 11, 2019 12:00Information
21 papers were accepted at NeurIPS 2019
posted on September 9, 2019 09:10Information
Eight papers have been accepted at EMNLP2019
posted on May 16, 2019 13:52Information
Fourteen papers have been accepted at ICML 2019
posted on April 2, 2019 09:32Award
Visiting Scientist Yuta Itoh nominated for the IEEE VR 2019 Best Journal Paper
posted on February 25, 2019 11:22Award
Unit Leader Yamada received Outstanding Senior Program Committee Award at WSDM2019
posted on September 7, 2018 17:55Information
Twelve papers are accepted at NeurIPS 2018
posted on April 20, 2018 11:39Award
Visiting Scientist Yuta Itoh to receive Honorable Mention Award at CHI 2018
posted on April 11, 2018 16:28Award
Masaaki Imaizumi and Takanori Maehara receive AISTATS 2018 Best Paper Award