The mission of SMARTech is to collect, curate, preserve, and provide access to unique digital content of enduring value to the Institute and its mission, including Georgia Tech scholarship and research.
SMARTech contains over 50,000 scholarly works, including over 19,000 Georgia Tech theses and dissertations. If you would like more information on SMARTech, please contact us: email@example.com.
Submit your scholarship to SMARTech (and comply with the Georgia Tech Open Access policy): SMARTech Deposit Form
Communities in SMARTech
Select a community to browse its collections.
(Georgia Institute of Technology, 2019-02-06)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 goal, researchers and ...
(Georgia Institute of Technology, 2019-02-11)
(2019-02-11)A major goal in neuroscience is to determine the neural circuit dynamics and plasticity underlying behavior. In the first half of the talk, I will discuss our efforts to dissect the cellular and circuit mechanisms underlying ...
(2019-02-11)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, where A is any random ...
(2019-02-11)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 inference and collaborative ...