با برنامه Player FM !
Spatiotemporal Data Analysis with Rose Yu - #508
Manage episode 299512546 series 2355587
Today we’re joined by Rose Yu, an assistant professor at the Jacobs School of Engineering at UC San Diego.
Rose’s research focuses on advancing machine learning algorithms and methods for analyzing large-scale time-series and spatial-temporal data, then applying those developments to climate, transportation, and other physical sciences. We discuss how Rose incorporates physical knowledge and partial differential equations in these use cases and how symmetries are being exploited. We also explore their novel neural network design that is focused on non-traditional convolution operators and allows for general symmetry, how we get from these representations to the network architectures that she has developed and another recent paper on deep spatio-temporal models.
The complete show note for this episode can be found at twimlai.com/go/508.
696 قسمت
Spatiotemporal Data Analysis with Rose Yu - #508
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Manage episode 299512546 series 2355587
Today we’re joined by Rose Yu, an assistant professor at the Jacobs School of Engineering at UC San Diego.
Rose’s research focuses on advancing machine learning algorithms and methods for analyzing large-scale time-series and spatial-temporal data, then applying those developments to climate, transportation, and other physical sciences. We discuss how Rose incorporates physical knowledge and partial differential equations in these use cases and how symmetries are being exploited. We also explore their novel neural network design that is focused on non-traditional convolution operators and allows for general symmetry, how we get from these representations to the network architectures that she has developed and another recent paper on deep spatio-temporal models.
The complete show note for this episode can be found at twimlai.com/go/508.
696 قسمت
모든 에피소드
×به Player FM خوش آمدید!
Player FM در سراسر وب را برای یافتن پادکست های با کیفیت اسکن می کند تا همین الان لذت ببرید. این بهترین برنامه ی پادکست است که در اندروید، آیفون و وب کار می کند. ثبت نام کنید تا اشتراک های شما در بین دستگاه های مختلف همگام سازی شود.