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Six SUTD faculty, alumni and student join the 300 outstanding young trailblazers of Forbes 30 Under 30 Asia Class of 2023.

ESD Research Seminar by Caroline Chaux – In this talk, we will be interested in inverse problems arising in the signal and image processing field. Solving such problems imply in a fist time to formalise the direct problem by understanding the physics behind and in a second time, to solve the associated inverse problem, through a variational formulation, that is, solving an optimisation problem.

How do big ideas transform the way that we live our everyday lives? And can the poetic production of a period tell us about how ordinary people understood their most important relationships? These questions lie at the heart of Devotional Experience and Erotic Knowledge (Oxford University Press, 2023), a new book written by Dr. Rhema Hokama, assistant professor of English literature in the Humanities, Arts, and Social Sciences (HASS) cluster at Singapore University of Technology and Design (SUTD).

In this talk, I will briefly describe our research efforts on learning with less data and automated machine learning. Then, I will discuss in greater detail on one of such efforts: Bayesian optimization (BO), specifically, in how we have progressed from tackling some of the fundamental challenges/issues in BO to applying BO to more complex blackbox optimisation problems.

Yan Shuo Tan (National University of Singapore) – Understanding and Overcoming the Statistical Limitations of Decision Trees

ESD Research Seminar by Howard H. Yang – This talk aims to present the current research efforts on the development of implementing distributed machine learning algorithms in wireless systems.