Online learning

We are the UK’s national institute for data science and artificial intelligence.The Institute is named in honour of Alan Turing, whose pioneering work in theoretical and applied mathematics, engineering and computing is considered to have laid the foundations for modern-day data science and artificial intelligence. The Institute’s goals are to undertake world-class research in data science and artificial intelligence, apply its research to real-world problems, driving economic impact and societal good, lead the training of a new generation of scientists, and shape the public conversation around data.Click here to join our newsletter

The Alan Turing Institute

This workshop will bring together experts to talk about advances in online learning, a framework in machine learning where data is made available in a sequential manner. This one-day workshop will focus on the underlying theory and the links with applications, and will feature four talks by leading international researchers.
This framework tackles problems where an agent must perform an action at any given time, based on historical data coming in a stream. It has connections to statistics, stochastic optimisation, computer science and game theory; in recent years, algorithms and models from this field have found numerous applications in online advertising, medical trials, and utility maximization.
The field has recently attracted a lot of attention with the successes of artificial intelligence in games. It is a natural setting to gain a meaningful theoretical understanding for several learning tasks, in settings that can be stochastic (performing well with random inputs) and adversarial (in a competition or with the presence of malicious users).
Confirmed speakers:
Sebastien Bubeck (Microsoft Research, USA)
Nicolò Cesa-Bianchi (University of Milan, Italy)
Remi Munos (Deepmind, UK)
Jacob Abernethy (Georgia Institute of Technology, USA)
 
For more details, <A HREF="https://www.turing.ac.uk/events/online-learning/" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">visit our website.</A>
If this event is sold out, please contact <A HREF="mailto:q.berthet@statslab.cam.ac.uk" TARGET="_blank" REL="nofollow noopener noreferrer">Quentin Berthet </A>or <A HREF="mailto:varunk@cs.ox.ac.uk" TARGET="_blank" REL="nofollow noopener noreferrer">Varun Kanade </A>to attend.

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Online learning

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