Events
Urban intelligence: machine learning for human and environmental insights
ISTD PhD Oral Defence Seminar by Dai Siyang – Urbanisation has given rise to increasingly complex systems that sustain and manage the lives of urban residents. As populations grow, the challenges of managing traffic, overcrowding, and environmental challenges escalate. These complexities place stress on urban ecosystems, demanding innovative solutions to ensure smooth and sustainable operations.
Online resource allocation under non-stationary customer arrivals and unknown demands
ESD Research Seminar by Hanzhang Qin – By leveraging results from the stochastic contextual bandit with knapsack and online matching with adversarial arrivals, we develop an online scheme to allocate the resources to non-stationary customers.
Efficient and adaptive AI for time series data analytics
ESD Research Seminar by Zhenghua Chen – Time Series Data Analytics (TSDA) is essential for a wide range of applications, including machine fault diagnosis and prognosis, and healthcare informatics.
Utilising large language models for tour itinerary recommendation
ISTD PhD Oral Defence Seminar by Ho Ngai Lam – Planning a tour Itinerary poses a significant challenge for tourists, especially when navigating unfamiliar territories. The computational complexity of tour recommendation further compounds this challenge due to its inherent intricacies.
Fair generative modelling
ISTD PhD Oral Defence Seminar by Teo Tzu Hsuan Christopher – In this dissertation, we make important contributions in improving fairness in generative models by identifying and addressing constraints which may limit their broader adoption.
Learning and solving games in the presence of teams
ESD Research Seminar by Ling Chun Kai – One challenge in multiagent environments is the presence of teams — groups of agents acting in a coordinated fashion that distinguish themselves from individuals. This talk touches on two situations where teams are prevalent.
Master of Architecture information session for intake 2025
The SUTD’s Master of Architecture (MArch) programme offers a future-forward professional degree programme, highlighting design and research for sustainability and the digital transformation of the architectural profession. The programme launches the careers of leaders in architecture by emphasizing independent critical thinking in a thesis project, supported by close collaborations with faculty on cutting-edge research.
Towards intelligent analytics for smarter animal behavioural analysis
ISTD PhD Oral Defence Seminar by Ong Kian Eng – Understanding and analysing animal behaviours is crucial for gaining profound insights into the health, needs, and overall well-being of the animal. This involves measuring and monitoring factors such as size, growth, poses, and actions. The analysis of animal behaviour holds significant importance in a wide range of domains and industries, such as livestock farming, veterinary sciences, scientific research, ecological and conservation studies.
Modern portfolio construction with advanced deep learning models
ISTD PhD Oral Defence Seminar by Joel Ong – We explore the modern application of deep learning techniques in portfolio construction, presenting innovative methodologies that significantly enhance traditional investment strategies. Central to this research are three advanced frameworks that leverage deep learning to optimize financial portfolios.
It’s all in the mix: Wasserstein machine learning with mixed features
ESD Research Seminar by Aras Selvi – This work demonstrates that mixed-feature problems can indeed be solved in polynomial time.
