The 4th Bayes-Duality Workshop 2026

About Program Participants

This is the fourth edition of the Bayes-duality workshop focusing on the development of AI that learns adaptively, robustly and continuously, like humans. The project is headed by Emtiyaz Khan (RIKEN AIP) , along with PIs Rio Yokota (Science Tokyo), Kennichi Bannai (Keio University), and Julyan Arbel (INRIA). The main goal of the meeting is twofold. First, to showcase our research conducted at RIKEN-AIP, and second, to discuss (and refine) the long-term goals of the JST-CREST project and foster collaborations among the attendees. Only Part 2 of the workshop is open to the public (through live streaming) and will feature invited talks by world-leading researchers working on related topics. Parts 0 and 1 will be closed meetings exclusively for the collaborators of the Bayes-duality project.

Similarly to the previous editions, we hope that the proposed activities help attendees increase their research's impact, outreach and help them network. This workshop is supported by RIKEN-AIP subsidy budget and the JST CREST Grant JPMJCR2112 on “A new Bayes-duality principle for adaptive, robust, and lifelong learning of AI systems”.

All talks in Part 2 (June 24-26) will be streamed live. In-person attendance is limited to RIKEN-AIP researchers and invited guests. Videos will also be made publicly available, subject to the consent of speakers, attendees, and organizers.

[Register at Doorkeep.jp]

Also, see our list of recommended hotels for Parts 1 and 2 near RIKEN AIP office in Nihonbashi.

Participants

Invited Speakers
Sarath Chandar
Sarath Chandar

École Polytechnique de Montréal, Canada

Jonghyun Choi
Jonghyun Choi

Seoul National University, South Korea

Kamelia Daudel
Kamelia Daudel

ESSEC Business School, France

Mário A. T. Figueiredo
Mário Figueiredo

Instituto Superior Técnico, Portugal

Shirley Ho
Shirley Ho

Flatiron Institute, USA

Emanuele Rodolà
Emanuele Rodolà

Sapienza University of Rome, Italy

Andrew Gordon Wilson
Andrew Gordon Wilson

New York University, USA

Richard Zemel
Richard Zemel

Columbia University, USA

ABI Team, RIKEN
  • Emtiyaz Khan, RIKEN
  • Thomas Möllenhoff, RIKEN
  • Keigo Nishida, RIKEN
  • Christopher Anders, RIKEN
  • Sophia Sklaviadis, RIKEN
  • Roshni Kamath, RIKEN
  • Adrian Minut, RIKEN
Math-Science Team, RIKEN
  • Kenichi Bannai, Keio University / RIKEN
  • E. Mehmet Kıral, RIKEN / Keio University
  • Mattheiu Cordonnier, RIKEN / Keio University
  • Tomita Takuki, RIKEN / Keio University
  • Masahiro Kurisaki, RIKEN / Keio University
  • Kota Okudo, Keio University / RIKEN
  • Koichi Tojo, Tokai University / RIKEN
HPC Team, Institute of Science Tokyo
  • Rio Yokota, Institute of Science Tokyo
  • Bai Cong, Institute of Science Tokyo
  • Hiro Ishii, Institute of Science Tokyo
  • Satoki Ishikawa, Institute of Science Tokyo
  • Eiki Shimizu, The Institute of Statistical Mathematics
External Attendees
  • Nico Daheim, TU Darmstadt
  • Paul Subarnaduti, TU Darmstadt
  • Siddharth Swaroop, University College London
  • Wu Lin, Vector Institute
  • Eugene Ndiaye, Apple
  • Vincent Fortuin, University of Nuremberg
  • David Rugamer, LMU
  • Julius Kobialka, LMU
  • Guimar Pescador, Imperial College London
  • Juho Lee, KAIST
  • Yuta Ono, The University of Tokyo
  • Yingzhen Li, Imperial College London
  • Rui Li, Aalto Univesrity
  • Taesup Moon (SNU)
  • Sungeun Hong (SKKU)
  • Yohan Jun (Jeonbuk National University, Korea)
  • Hyunjun Kim (SNU)
  • Hyunsoo Lee (SNU)

Program

Discussion
Break
Opening
Invited Talk
Poster Session
CREST Talk
Panel Discussion
Time
09:50-10:00
10:00-11:00
11:00-11:30
11:30-12:30
12:30-14:00
14:00-15:00
15:00-16:00
16:00-16:30
16:30-18:00
18:00-

Organizing Team

  • Organizers: Emtiyaz Khan, Kenichi Bannai, Rio Yokota, Christopher J. Anders