Search for tag: "parc"

Galyna Livshyts - A Tight Net with Respect to a Random Matrix Norm and Applications to Estimating Singular Values

In this talk we construct a net around the unit sphere with good properties. We show that with exponentially high probability, the value of |Ax| on the sphere can be approximated well using this net,…

From  Kathryn Gentilello 5 Days ago 2 views 0  

Tuo Zhao - Towards Understanding First Order Algorithms for Nonconvex Optimization in Machine Learning

Stochastic Gradient Descent-type (SGD) algorithms have been widely applied to many non-convex optimization problems in machine learning, e.g., training deep neural networks, variational Bayesian…

From  Kathryn Gentilello 5 Days ago 2 views 0  

Éva Tardos - Learning and Efficiency of Outcomes in Games

Selfish behavior can often lead to suboptimal outcome for all participants, a phenomenon illustrated by many classical examples in game theory. Over the last decade we have studied Nash equilibria…

From  Kathryn Gentilello 5 Days ago 4 views 0  

Ethics & Values for Reflective Urban Automation

Urban automation’s potential to create disruptive technologies that change cities’ future development is already in evidence, but there is much more to come.Urban automation refers to…

From  Kathryn Gentilello 3 Weeks ago 8 views 0  

Dana Buntrock - What Could Go Wrong?

Her lecture, titled, "What Could Go Wrong?" asks, "What’s architecture?" Who we are and what we do gets reinvented in response to economic or legal change. In the 1960s and…

From  Kathryn Gentilello 3 Weeks ago 8 views 0  

GTPE Insights into Adult Learners

Providing a meaningful service to our learners requires understanding their needs and learning behaviors. Several research projects, in collaboration with C21U, are underway to enable us to draw deep…

From  Kelsey Harris 2 Months ago 8 views 0