Makoto Yamada (Ph.D.)
Title
Team Leader

Members

  • Team leader
    Makoto Yamada
  • Special postdoctoral researcher
    Hector Climente
  • Postdoctoral researcher
    Peter Naylor
  • Postdoctoral researcher
    Dinesh Singh
  • Postdoctoral researcher
    Tam Le
  • Senior visiting scientist
    Kenji Fukumizu
  • Senior visiting scientist
    Shigeyuki Matsui
  • Visiting scientist
    Yuta Itoh
  • Visiting scientist
    Benjamin Poignard
  • Visiting scientist
    Taichiro Endo
  • Visiting scientist
    Masaaki Imaizumi
  • Visiting scientist
    Heewon Park
  • Visiting scientist
    Hisashi Kashima

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

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Poster(s)
Related posts
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