Academic Report of Dr. Du Lan from Australian National University

Title: Multi-label Learning with/without Zero-shot ClassesAbstract: Multi-label learning refers to the problem of learning to assign a subset of relevant labels to each object, drawn from a large set of candidate labels. Each object is thus associated with a binary label vector, which denotes the presence/absence of each of the candidate labels. In a real-world application, such as image/docume...

Machine Learning for Sciences-Revisiting Direct Density-Ratio Estimation

​ Title: Machine Learning for Sciences — Revisiting Direct Density-Ratio EstimationSpeaker: Makoto YamadaTime: 9: 00-11: 00, Tuesday, 16 October, 2018 Venue: Multi-function Hall, 2nd Floor, Dongrong Conference Center, Central CampusOrganizer: School of Artificial Intelligence, International Center of Future ScienceAbstract:Density ratio estimation is a comprehensive statistical data processin...

Machine Learning for Sciences — Nonlinear Feature Selection for High-Dimensional Data

Title: Machine Learning for Sciences — Nonlinear Feature Selection for High-Dimensional DataSpeaker: Makoto YamadaTime: 9: 00-11: 00, Monday, 15 October, 2018 Venue: Multi-function Hall, 2nd Floor, Dongrong Conference Center, Central CampusOrganizer: School of Artificial Intelligence, International Center of Future ScienceAbstract:Feature selection is an important machine learning problem. Ho...

Graphs meet Deep Learning Challenges and Opportunities

Title: Graphs meet Deep Learning: Challenges and OpportunitiesSpeaker: Jiliang TangTime: 10: 00-11: 30, Tuesday, May 21, 2019 Venue: Lecturer Hall of International Academic (West side of the Library), Central Campus, Jilin University Abstract:Graphs provide a universal representation of data with numerous types while deep learning has demonstrated immense ability in representation learning. Thu...

Academic Report of Prof. Bernard Mans

​Title: Information Dissemination in Vehicular Networks in an Urban Hyperfractal TopologySpeaker: Bernard MansTime: 10: 00-11: 30, Tuesday, October 29, 2019Venue: Conference Room 601, Administration BuildingBiography:Professor Bernard Mans is currently the Executive Dean for the Faculty of Science and Engineering, at Macquarie University in Sydney.In 2014-2017, he was a member of the Australia...