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

Baby Shark Fund Pitch (Term 5 Projects)

Neural networks are known to be over-parametrized and sparse models have been shown to perform as well as dense models over a range of image and language processing tasks. However, while compact representations and model compression methods have been applied to speech tasks, sparsification techniques have rarely been used on text-to-speech (TTS) models. We seek to characterize the impact of selected sparse techniques on the performance and model complexity. […]

DH Asia Webinar Series: “Recreating Chinese Mythical Creatures in the Digital Age” by Dr. Kaby Wing-Sze Kung

In this presentation, I describe and explain why ethics has become even more salient as autonomous machines move out from factories and laboratories into the open, complex and unpredictable environment of cities.

Assistant Professor Ang Yee Sin has received the Young Scientist Award from the 2nd International Conference on Low-Energy Digital Devices and Computing (ICLED 2024) conference hosted in Singapore.

This is a great achievement and his personal milestone. Congratulations to Asst. Prof. Ang Yee Sin for his dedication and outstanding achievement!

For more information on the ICLED 2024 Awardees, please visit https://www.icled2024.com/distinguished-young-scientist

Öh! – the ninth iteration of SUTD’s Architecture and Sustainable Design (ASD) Graduation showcase. Our students from the ASD graduating class of 2024 present their Örigin point, their Ödyssey through, and their Öutlook towards Architecture.

DH Asia Webinar Series: “The Tale of Genji: Where Traditional Research Meets Digital Technology” by Ayano Takeuchi