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.

• Part 0 (June 15-18) CREST-ANR closed meeting (location TBA).
• Part 1 (June 19, 22, 23) CREST-ANR closed meeting at RIKEN AIP Nihonbashi.
• Part 2 (June 24-26) Public meeting at RIKEN AIP Nihonbashi.

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.

Participants

Invited Speakers (in alphabetical order, more to be announced)

Sarath Chandar

École Polytechnique de Montréal, Canada

Jonghyun Choi

Seoul National University, South Korea

Kamelia Daudel

ESSEC Business School, France

Mário Figueiredo

Instituto Superior Técnico, Portugal

Shirley Ho

Flatiron Institute, USA

Emanuele Rodolà

Sapienza University of Rome, Italy

Andrew Gordon Wilson

New York 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
• 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

Program

Organizing Team

• Organizers: Emtiyaz Khan, Kenichi Bannai, Rio Yokota