2nd International Workshop on New Approaches for


Multidimensional Signal Processing


NAMSP 2021

Technical University of Sofia, Sofia, Bulgaria

July 08-10, 2021

Plenary Speakers


Prof. Mariofanna Milanova, University of Arkansas at Little Rock, USA


Title of Lecture:

Bringing GPU-Accelerated Computing, Data Science and Deep Learning to the Classroom


Abstract: Hands-on training in accelerated computing, AI, and accelerated data science to help you solve your most challenging problems: Build and deploy end-to-end projects across a range of technologies and domains; Access GPU-accelerated servers in the cloud; Take self-paced, online courses anytime, anywhere; Join remote workshops led by DLI-certified instructors — experts with industry-leading technical knowledge; Earn NVIDIA DLI certificates to demonstrate subject matter competency. Our curriculum spans from fundamentals to industry-specific applications, teaching developers how to build and deploy neural networks for a variety of tasks. Developers get experience using the latest AI frameworks, SDKs, and GPU-accelerated technologies on fully-configured GPU workstations in the cloud. Developers will also learn how to harness the power of GPUs through CUDA and OpenACC. Whether you are just beginning your AI or Accelerated Computing journey or have already purchased GPUs for your projects, DLI training is an excellent way to build AI, Accelerated Computing, and accelerated data science expertise in your organization.


Biographical Notes: Mariofanna Milanova has been a Professor of the Computer Science Department at the University of Arkansas at Little Rock since 2001. She received a M.Sc. in Expert Systems and Artificial Intelligence and Ph.D. in Engineering and Computer Science from the Technical University, Sofia, Bulgaria. Dr. Milanova conducted post-doctoral research in visual perception at the University of Paderborn, Germany. Dr. Milanova has extensive academic experience at various academic and research organizations worldwide.
Dr. Milanova is IEEE Senior Member, Fulbright U.S. Scholar, and NVIDIA Deep Learning Institute University, Ambassador. Dr. Milanova’s work is supported by NSF, NIH, DARPA, DoD, Homeland Security, NATO, Nokia Bell Lab, NJ, USA and NOKIA, Finland. She has published more than 120 publications, over 53 journal papers, 35 book chapters, and numerous conference papers and has 2 patents.