Oxford
Machine Learning
Summer School
At AI for Global Goals, we aim to provide our global participants with best-in-class training on a broad range of advanced topics and developments in machine learning (ML) -- including deep learning (DL).
Similar to our past schools, OxML 2022 will cover some of the most important topics in ML/DL that the field is showing a growing interest in (e.g., statistical/probabilistic ML, representation learning, reinforcement learning, causal inference, vision & NLP, geometrical DL, ...) and their applications in sustainable development goals (SDGs, or Global Goals).
This year's program consists of two schools: ML x Health (Aug 7-10), and ML x Finance (Aug 11-14). Both schools will take place in Oxford, and will follow a hybrid format (i.e., participants can choose to attend online or in person). Furthermore, based on the success of last year's program, and in order to provide all participants with the necessary background -- particularly for those who are new to the theory and fundamentals of modern ML -- the program will also have an ML Fundamentals module (June 27-29).
During the OxML schools (Aug 7-14), in addition to the main lecture hall (~250 seats), there will be four additional halls (each with ~50 to 100 seats), that will hold workshops, talks and tutorials on ML SOTA, ML fundamentals, ML products, ML Ops, Careers in ML, and more.
IMPORTANT DATES
4 February
Applications Open
18 April
Applications Close
20 May
Notification of Acceptance
27-29 June: ML Fundamentals (Virtual)
7–10 August: ML x Health (Hybrid)
11–14 August: ML x Finance (Hybrid)
AGENDA
Below is the overall agenda of OxML 2022 summer schools. for more information about the program, please visit this page.
Please note that this agenda can be subjected to minor changes in the coming weeks.
PROGRAM COMMITEE
Dr Mona Alinejad
General Chair
OxML School
Founder & CEO
AI for Global Goals
Prof. Kazem Rahimi
Area Chair
ML x Health
Professor of Cardiovascular Medicine
University of Oxford
Dr Reza Khorshidi
Program Chair
OxML 2022
Program Lead, ML & Medicine
University of Oxford
Dr Renyuan Xu
Area Chair
ML x Finance
Assistant Professor
Uni. of Southern California
Dr Moez Draief
Area Chair
Workshops
Global Chief Scientist at Capgemini Invent,
Visiting Professor at LSE
Dr Yaodong Yang
Area Chair
ML Fundamentals
Assistant Professor
Peking University & KCL
Dr Mo Mamouei
Area Chair
Virtual Experience
Senior ML Researcher
University of Oxford
PARTNERS
OxML schools are organised by AI for Global Goals and in partnership with CIFAR and the University of Oxford's Deep Medicine Program
SPONSORS
CONTACT US
If you are interested in attending our schools, discuss sponsorship/partnership opportunities, or simply stay updated about our progress, please send us an e-mail, or subscribe to our mailing list, below.