Algorithms & Theory Research Groups

Deep Learning Lab

Kenji KAWAGUCHI

Our lab aims to contribute to the development of deep learning methods and the understanding of intelligence.

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• Optimisation

Information Theory and Statistical Learning Group

Jonathan SCARLETT

Our group performs research at the intersection of information theory, machine learning, and high-dimensional statistics, with ongoing areas of interest including information-theoretic limits of learning, adaptive decision-making under uncertainty, scalable algorithms for large-scale inference and learning, and robustness considerations in machine learning.

• Information Theory & Coding, Learning Theory, Optimisation

STeAdS Virtual Group

Ganesh NEELAKANTA IYER

Software Engineering and Technological Advancements for Society. A virtual group that uses Software engineering practices and Technological advancements (Cloud computing, Artificial Intelligence (EdgeAI, ML)) for the benefit of various aspects of society (healthcare, education, art & culture). Looking for students to collaborate on different projects. Look at ganeshniyer.github.io for details.

• Algorithmic Game Theory

Data Privacy and Trustworthy Machine Learning Lab

Reza SHOKRI