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Machine Learning & Intelligence Lab. is conducting research on "Learning algorithms" applicable to various fields. Beyond simply applying learning algorithms to specific domains, we aim to find challenges in the domain and solve these challenges through innovations in learning algorithms. Moreover, we try to provide more systemic and rigorous understandings on learning algorithms via computational and statistical analysis. Especially recently, we focus on the study of machine learning for healthcare, that can be actually deployed in hospitals.
In order to cultivate the best researchers in the field of machine learning, we are conducting research aimed at prestigious ML conferences such as NIPS and ICML.