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Shu Jia - Toward Systems Biophotonics: Imaging Biology across High Spatio-Temporal Dimensions and Scales

The distribution and interactions of single molecules in three-dimensionally organized cellular networks are fundamental to the function of living systems. Today, we still lack a complete…

From  Kathryn Gentilello 3 Days ago 1 views 0  

Bill Campbell - Astral Traveling: Exploring Afro Past, Present, and Futures

The School of Literature, Media, and Communication and the Georgia Tech Library will host science fiction author and publisher Bill Campbell at Georgia Tech on Tuesday, February 12, 2019. Bill…

From  Kathryn Gentilello 3 Days ago 6 views 0  

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 3 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 3 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 3 Days ago 3 views 0  

Karen Feigh - Human Teacher’s Perception of Teaching Methods for Machine Learning Algorithms

A goal of interactive machine learning (IML) is to create robots or intelligent agents that can be easily taught how to perform tasks by individuals with no specialized training. To achieve that…

From  Kathryn Gentilello 4 Days ago 2 views 0  

Cao (Danica) Xiao - Deep Learning for Healthcare: Opportunities, Innovations, and Challenges

The massive generation and collection of digitized health data, e.g. electronic health records (EHRs), along with these notable, longstanding healthcare deficiencies including diagnostic errors and…

From  Kathryn Gentilello 2 Weeks ago 15 views 0  

Sangbae Kim - Robots for Physical Interaction

While robots dominate repetitive works in factories, the design and control of these robots are not suitable for relatively complex tasks that humans do easily. These tasks typically require force…

From  Kathryn Gentilello 3 Weeks ago 6 views 0  

Nancey Green Leigh - Rethinking the Warehouse: Urban Space and Economy in an Age of Smart Logistics

Urban logistics automation is collapsing traditional boundaries between storage and delivery, extending the warehouse presence in the built environment. At the same time, the growth of e-commerce…

From  Kathryn Gentilello 3 Weeks ago 20 views 0  

Natalie Stingelin - Cool Photonic and Electronic Plastics for a Greener World

With seabirds trapped in multipack drink rings, and mid-ocean islands of indestructible rubbish, the idea that plastics could play a big part in a sustainable future world might seem far-fetched.…

From  Kathryn Gentilello 3 Weeks ago 2 views 0