Search for tag: "distributed computing"

392 Media

28:03 Galyna Livshyts - A Tight Net with Respect to a… Galyna Livshyts - A Tight Net with Respect to a Random Matrix Norm and Applications to Estimating Singular Values	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,… arc12 distinguished lecture algorithms and randomness center college of computing georgia tech recorded by gtlibrary spring 2019 From Kathryn Gentilello 4 Months ago 6 views 0 name Galyna Livshyts Date 02/11/2019
25:25 Tuo Zhao - Towards Understanding First Order… Tuo Zhao - Towards Understanding First Order Algorithms for Nonconvex Optimization in Machine Learning	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… arc12 distinguished lecture algorithms and randomness center college of computing georgia tech recorded by gtlibrary spring 2019 From Kathryn Gentilello 4 Months ago 18 views 0 name Tuo Zhao Date 02/11/2019
51:59 Éva Tardos - Learning and Efficiency of… Éva Tardos - Learning and Efficiency of Outcomes in Games	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… arc12 distinguished lecture algorithms and randomness center college of computing georgia tech recorded by gtlibrary spring 2019 From Kathryn Gentilello 4 Months ago 21 views 0 name Éva Tardos Date 02/11/2019
01:07:50 Extended Reality (XR) for Teaching and Learning -… Extended Reality (XR) for Teaching and Learning - Blair MacIntyre, David Joyner, Didier Contis, Miroslav Malesevic, Noah Posner, Matthew Swarts	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… center for 21st century universities (c21u)college of computing georgia tech recorded by gtlibrary spring 2019 From Kathryn Gentilello 4 Months ago 20 views 0 name Blair MacIntyre, David Joyner, Didier Contis, Miroslav Malesevic, Noah Posner, Matthew Swarts Date 02/07/2019
26:15 Saibal Mukhopadhyay - Hybrid Machine Learning for… Saibal Mukhopadhyay - Hybrid Machine Learning for Complex Systems: Algorithm and Architecture to Couple Model-Based and Data-Driven Learning	Saibal Mukhopadhyay - Hybrid Machine Learning for Complex Systems: Algorithm and Architecture to Couple Model-Based and Data-Driven Learning georgia tech fall 2018 crnch summit recorded by gtlibrary center for research into novel computing hierarchies From Kathryn Gentilello 6 Months ago 12 views 0 name Saibal Mukhopadhyay Date 11/02/2018
32:47 Jennifer Hasler - Reconfigurable and Programmable… Jennifer Hasler - Reconfigurable and Programmable Physical Computing for a Digital Computing World	Jennifer Hasler - Reconfigurable and Programmable Physical Computing for a Digital Computing World crnch summit center for research into novel computing hierarchies georgia tech recorded by gtlibrary fall 2018 From Kathryn Gentilello 7 Months ago 10 views 0 name Jennifer Hasler Date 11/02/2018
40:52 Peter Kogge - Migratory Memory-side Processing -… Peter Kogge - Migratory Memory-side Processing - Breakthrough Architecture for Graph Analytics	Peter Kogge - Migratory Memory-side Processing - Breakthrough Architecture for Graph Analytics crnch summit center for research into novel computing hierarchies georgia tech recorded by gtlibrary fall 2018 From Kathryn Gentilello 7 Months ago 10 views 0 name Peter Kogge Date 11/02/2018
32:13 Dana Randall - Emergent Computation in Active… Dana Randall - Emergent Computation in Active Matter	Dana Randall - Emergent Computation in Active Matter crnch summit georgia tech recorded by gtlibrary fall 2018 center for research into novel computing hierarchies From Kathryn Gentilello 7 Months ago 7 views 0 name Dana Randall Date 11/02/2018
36:13 Moinuddin Qureshi - Architecture and Compiler… Moinuddin Qureshi - Architecture and Compiler Support for Near-Term Quantum Computers	Moinuddin Qureshi - Architecture and Compiler Support for Near-Term Quantum Computers crnch summit center for research into novel computing hierarchies college of computing georgia tech recorded by gtlibrary fall 2018 From Kathryn Gentilello 7 Months ago 18 views 0 name Moinuddin Qureshi Date 11/02/2018
31:39 David Womble - An Overview of AI Initiative and… David Womble - An Overview of AI Initiative and Research at ORNL	David Womble - An Overview of AI Initiative and Research at ORNL crnch summit center for research into novel computing hierarchies college of computing georgia tech recorded by gtlibrary fall 2018 From Kathryn Gentilello 7 Months ago 27 views 0 name David Womble Date 11/02/2018
32:52 Tushar Krishna - DNN-Dataflow- Hardware Co-Design… Tushar Krishna - DNN-Dataflow- Hardware Co-Design for Enabling Pervasive General-Purpose AI	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… crnch summit center for research into novel computing hierarchies college of computing georgia tech recorded by gtlibrary fall 2018 From Kathryn Gentilello 7 Months ago 24 views 0 name Tushar Krishna Date 11/02/2018
28:00 Jason Poovey - The Center for Health Analytics… Jason Poovey - The Center for Health Analytics and Informatics (CHAI) – Observational Health Data Analytics at Scale	Jason Poovey - The Center for Health Analytics and Informatics (CHAI) – Observational Health Data Analytics at Scale crnch summit center for research into novel computing hierarchies college of computing georgia tech recorded by gtlibrary fall 2018 From Kathryn Gentilello 7 Months ago 7 views 0 name Jason Poovey Date 11/02/2018
20:34 Jason Riedy - CRNCH Rogues Gallery Update: A… Jason Riedy - CRNCH Rogues Gallery Update: A Community Core for Novel Computing Platforms	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… crnch summit center for research into novel computing hierarchies college of computing georgia tech recorded by gtlibrary fall 2018 From Kathryn Gentilello 7 Months ago 3 views 0 name Jason Riedy Date 11/02/2018
04:19 Welcome by Dean Zvi Galil and Vivek Sarkar,… Welcome by Dean Zvi Galil and Vivek Sarkar, Professor and CRNCH Co-director	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,… crnch summit college of computing center for research into novel computing hierarchies georgia tech recorded by gtlibrary fall 2018 From Kathryn Gentilello 7 Months ago 8 views 0 name Vivek Sarkar, Zvi Galil Date 11/02/2018
41:44 Vivek Ranadivé - From Immigrant to… Vivek Ranadivé - From Immigrant to Entrepreneur and NBA Owner	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,… college of computing georgia tech recorded by gtlibrary fall 2018 From Kathryn Gentilello 7 Months ago 6 views 0 name Vivek Ranadivé Date 11/01/2018
01:00:01 Legion — Programming Heterogeneous,… Legion — Programming Heterogeneous, Distributed Parallel Machines - Alex Aiken	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… school of computer science spring 2018 college of computing georgia tech recorded by gtlibrary scs distinguished lecture From Kathryn Gentilello A year ago 22 views 0 name Alex Aiken Date 01/31/2018