Machine Learning Summer School 2027

Okinawa Institute of Science and Technology, Onna, Okinawa, Japan | March 1–12, 2027

About

MLSS 2027 Okinawa is the next edition of MLSS 2024 Okinawa. It is open to all applicants, and we aim to select 200 highly motivated participants. Our main target audience is master's and Ph.D. students with a strong technical background in machine learning related areas. A small number of industry practitioners, professors, researchers, and outstanding undergraduate students may also be considered depending on space and availability. Industry applicants may be able to attend through sponsorship from their company. All participants are expected to have experience programming in Python, a strong interest in machine learning, and a basic understanding of linear algebra, calculus, probability, and statistics.

OIST is located in Onna Village, Okinawa, Japan, which is known as a beautiful resort area. The average temperature in Okinawa in March is around 16–21°C (61–70°F), and there are many beaches near OIST. One of the participants from MLSS 2024 made a YouTube video about the event, so please take a look!

MLSS 2024 Okinawa — participant video

Registration

Registration for MLSS Okinawa 2027 is expected to open in August 2026. Applications will be collected through OpenReview. See the Application page for eligibility criteria, required documents, important dates, and registration fees.

Application Details   Apply on OpenReview

Confirmed Speakers

The speaker lineup is subject to change. More speakers will be announced soon.

Arthur Gretton

Arthur Gretton

UCL
Kernel Methods

Marco Cuturi

Marco Cuturi

Apple / ENSAE
Optimal Transport

Shai Ben-David

Shai Ben-David

University of Waterloo / Vector Institute
Learning Theory

Han Zhao

Han Zhao

UIUC
Robust Machine Learning

Bo Han

Bo Han

Hong Kong Baptist University
Trustworthy ML

Gintare Karolina

Gintare Karolina

Google DeepMind
Data Attribution

Peter Richtarik

Peter Richtarik

KAUST
Distributed Optimization

Sherry Yang

Sherry Yang

NYU / Google DeepMind
Representation Learning

Pierre Alquier

Pierre Alquier

ESSEC
PAC-Bayes Theory

Taiji Suzuki

Taiji Suzuki

University of Tokyo / RIKEN
Statistical Learning Theory

Frank Wang

Frank Wang

NTU / NVIDIA
Computer Vision

Arnaud Doucet

Arnaud Doucet

Google DeepMind
Diffusion Models

Schedule

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Time

Venue

Okinawa Institute of Science and Technology (OIST) is located in the beautiful Onna village.
Visit OIST website

Travel Information

Venue Location

OIST is located at 1919-1 Tancha, Onna-son, Kunigami-gun, Okinawa, 904-0495, Japan.

Getting to OIST

The nearest airport is Naha Airport (OKA), Okinawa's main international gateway. From the airport, you can reach OIST by:

Map of Okinawa showing OIST location

Getting to Naha Airport

Naha Airport is served by direct flights from major Japanese cities (Tokyo, Osaka, Fukuoka) as well as international routes. If transiting through Tokyo, the Airport Limousine Bus (~¥3,200 one-way, ~75–90 min) connects Narita and Haneda airports to the city. Bus stop locations at each terminal:

Narita Terminal 1 limousine bus stop
Narita — Terminal 1
Narita Terminal 2 limousine bus stop
Narita — Terminal 2/3
Haneda Terminal 1 limousine bus stop
Haneda — Terminal 1
Haneda Terminal 2 limousine bus stop
Haneda — Terminal 2

Climate

The average temperature in Okinawa in March is around 16–21°C (61–70°F). Light layers are recommended; rain is possible, so bring a light rain jacket.

Currency & ATMs

Japan is largely a cash-based society. ATMs that accept international cards are available at Naha Airport, post offices (Japan Post), and major convenience stores (7-Eleven, Lawson, FamilyMart). A PIN code is required for cash withdrawals.

Electricity

Japan uses 100V AC, 50/60 Hz with Type A plugs (two flat parallel blades). Most laptops and phone chargers are compatible, but please verify your adapters before travelling.

Japanese Type A electrical outlet

Visa

Participants may need a visa to enter Japan depending on their nationality. Please check the Japanese Ministry of Foreign Affairs website for up-to-date entry requirements. If you need an invitation letter for your visa application, please contact us at mlss2027@oist.jp.

Accommodation

A list of hotels near OIST is available on the Hotels page. We will organize shuttle buses between selected hotels and the OIST campus on weekdays.

View Hotels Near OIST

Organizers

Makoto Yamada

Makoto Yamada

Program co-chair
Okinawa Institute of Science and Technology

Kenji Fukumizu

Kenji Fukumizu

Program co-chair
Institute of Statistical Mathematics

Masashi Sugiyama

Masashi Sugiyama

Program co-chair
University of Tokyo / RIKEN AIP

Amedeo Esposito

Amedeo Esposito

Program co-chair
Okinawa Institute of Science and Technology

Han Bao

Han Bao

Program committee
Institute of Statistical Mathematics

Yuko Kuroki

Yuko Kuroki

Program committee
University of Massachusetts Boston

Ryuichiro Hataya

Ryuichiro Hataya

Program committee
SB Intuitions, Kyoto University

Yuki Takezawa

Yuki Takezawa

Program committee
Kyoto University / OIST

Eduard Gorbunov

Eduard Gorbunov

Program committee
MBZUAI

Contact

Email: mlss2027@oist.jp