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Johannes Schmidt-Hieber - Mathematics for Deep Neural Networks: Advantages of Additional Layers (Lecture 3/5)

Why are deep networks better than shallow networks? We provide a survey of the existing ideas in the literature. In particular, we discuss localization of deep networks, functions that can be easily…

From  Kathryn Gentilello An hour ago 0 views 0  

Shelby Allen - A Tale of Two Tasks: Designing and Validating Secure Software

Secure software development can be categorized into two major tasks: designing secure software and validating secure software. In this talk, we will review both categories as well as some resources…

From  Kathryn Gentilello 5 Days ago 5 views 0  

Johannes Schmidt-Hieber - Mathematics for Deep Neural Networks : Theory for shallow networks (Lecture 2/5)

We start with the universal approximation theorem and discuss several proof strategies that provide some insights into functions that can be easily approximated by shallow networks. Based on this, a…

From  Kathryn Gentilello 5 Days ago 2 views 0  

Mikyoung Kim - Navigating the Art & Science of the Landscape

Mikyoung Kim shares the work of the Mikyoung Kim Design firm and their research and development of landscapes that focus on environmental and physiological health and well being in the public realm…

From  Kathryn Gentilello A week ago 5 views 0  

Fumin Zhang - Mobile Data Collection in an Aquatic Environment: Cyber Maritime Cycles for Distributed Autonomy

There is a perceivable trend for robots to serve as networked mobile sensing platforms that are able to collect data in aquatic environments in unprecedented ways. We argue that the effective…

From  Kathryn Gentilello A week ago 3 views 0  

Michael Brown - Improving Security Through Software Debloating

As software security breaches continue to increase in frequency and sophistication, there has been an increase in the research and development of new methods for improving software security. One such…

From  Kathryn Gentilello A week ago 8 views 0  

Johannes Schmidt-Hieber - Mathematics for Deep Neural Networks (Lecture 1/5)

Lecture 1) Survey on neural network structures and deep learning There are many different types of neural networks that differ in complexity and the data types that can be processed. This lecture…

From  Kathryn Gentilello A week ago 9 views 0  

Michael A. Filler - Celebrating Silicon’s Success, its Hidden History, and its Next Act

The history of silicon is usually told as a history of electronic materials and devices. However, it may be better told as a history of manufacturing innovation. This talk will take a journey through…

From  Kathryn Gentilello A week ago 3 views 0  

Oliver Brdicka - Contextual AI - The Next Frontier Towards Human-Centric Artificial Intelligence

This talk motivates a more human-centric wave of AI, dubbed Contextual AI. Contextual AI does not refer to a specific algorithm or machine learning method - instead, it takes a human-centric view…

From  Kathryn Gentilello A week ago 3 views 0  

Zena Howard - Culture in Architecture: An Expression of Values

This lecture is presented by the School of Architecture and the Georgia Tech National Organization of Minority Architects Students (NOMAS) Chapter. Zena Howard sees the built environment as an…

From  Kathryn Gentilello A week ago 3 views 0