Search for tag: "computing"

Audio Tutorial | Designing Biamp Layout for Howey Lecture Hall

Designing Biamp Layout for Howey Lecture Hall Look at how to structure signal flow for desired inputs and outputs

From  Chris Robinson 5 plays 0  

Peter S. Dodds - The Science of Stories: Measuring and Exploring the Ecology of Human Stories with Lexical Instruments

I will survey our efforts at the Computational Story Lab to measure and study a wide array of social and cultural phenomena using “lexical meters” — online, interactive instruments…

From  Katie Gentilello 8 plays 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  Katie Gentilello 23 plays 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  Katie Gentilello 52 plays 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  Katie Gentilello 140 plays 0  

Extended Reality (XR) for Teaching and Learning - Blair MacIntyre, David Joyner, Didier Contis, Miroslav Malesevic, Noah Posner, Matthew Swarts

Extended reality (XR) refers to real-and-virtual combined environment, including virtual reality (VR), augmented reality (AR), and mixed reality (MR). This talk explores the potential uses for…

From  Katie Gentilello 52 plays 0  

Saibal Mukhopadhyay - Hybrid Machine Learning for Complex Systems: Algorithm and Architecture to Couple Model-Based and Data-Driven Learning

From  Katie Gentilello 32 plays 0  

Jennifer Hasler - Reconfigurable and Programmable Physical Computing for a Digital Computing World

From  Katie Gentilello 29 plays 0  

Peter Kogge - Migratory Memory-side Processing - Breakthrough Architecture for Graph Analytics

From  Katie Gentilello 18 plays 0  

Dana Randall - Emergent Computation in Active Matter

From  Katie Gentilello 16 plays 0  

Moinuddin Qureshi - Architecture and Compiler Support for Near-Term Quantum Computers

From  Katie Gentilello 38 plays 0  

David Womble - An Overview of AI Initiative and Research at ORNL

From  Katie Gentilello 66 plays 0  

Tushar Krishna - DNN-Dataflow- Hardware Co-Design for Enabling Pervasive General-Purpose AI

The development of supervised learning based DL solutions today is mostly open loop. A typical DL model iscreated by hand-tuning the neural network (NN) topology by a team of experts over multiple…

From  Katie Gentilello 62 plays 0  

Jason Poovey - The Center for Health Analytics and Informatics (CHAI) – Observational Health Data Analytics at Scale

From  Katie Gentilello 7 plays 0  

Jason Riedy - CRNCH Rogues Gallery Update: A Community Core for Novel Computing Platforms

In one classic sense a rogue is someone who goes their own way, who breaks away from the crowd. TheCRNCH Rogues Gallery aims to support computer architecture rogues by being a physical and…

From  Katie Gentilello 5 plays 0  

Welcome by Dean Zvi Galil and Vivek Sarkar, Professor and CRNCH Co-director

The Center for Research into Novel Computing Hierarchies (CRNCH) is an Interdisciplinary Research Center at Georgia Tech. Its researchers are poised on the forefront of the next computing revolution,…

From  Katie Gentilello 13 plays 0