Search for tag: "servers (computing)"

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 Months ago 7 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 Months ago 18 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 Months ago 22 views 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  Kathryn Gentilello 5 Months ago 20 views 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  Kathryn Gentilello 8 Months ago 25 views 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  Kathryn Gentilello 8 Months ago 4 views 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  Kathryn Gentilello 8 Months ago 9 views 0  

Vivek Ranadivé - From Immigrant to Entrepreneur and NBA Owner

Vivek Ranadivé describes himself as a boy from Bombay – a boy who made his fortune digitizing Wall Street and providing real-time computing to the world’s largest companies. Now,…

From  Kathryn Gentilello 8 Months ago 8 views 0  

Legion — Programming Heterogeneous, Distributed Parallel Machines - Alex Aiken

Programmers tend to think of parallel programming as a problem of dividing up computation, but often the most difficult part is the placement and movement of data. As machines become more complex and…

From  Kathryn Gentilello A year ago 23 views 0