Congratulations to computer science Ph.D. student Qi Zhao for being awarded the Best Poster Award for IEEE Wireless Communications and Networking Conference 2018 at Barcelona, Spain. His poster, titled “A Multi-path TCP Solution for Software-Defined Naval...
We are pleased to announce that Professors Jason Cong (CS) and Song-Chun Zhu (CS and Statistics) are part of the University of Virginia’s new $27.5M Center on Research in Intelligent Storage and Processing in Memory (CRISP)—one of six Joint University Microelectronics...
Our congratulations to Algirdas Avizienis, Emeritus Distinguished Professor of Computer Science. Algirdas has received the prestigious 2018 Jean-Claude Laprie Award in Dependable Computing for his 1977 paper: On the Implementation of N-Version Programming for Software...
On April 15, 2018, the Henry Samueli School of Engineering and Applied Science welcomed admitted students and their guests for Discover UCLA Engineering (formerly Engineering Open House). Following the general engineering program presentation, the Computer Science...
Every year, Google Research recognizes outstanding graduate students who are doing exceptional research in the fields of computer science and related disciplines. This year, computer science Ph.D. student Aayush Jain was awarded with the Google Ph.D. Fellowship for...
ABSTRACT: The success of deep learning is due, to a large extent, to the remarkable effectiveness of gradient-based optimization methods applied to large neural networks. [...]
ABSTRACT: Knowledge distillation introduced in the deep learning context is a method to transfer knowledge from one architecture to another. In particular, when the architectures [...]
ABSTRACT: Recent investigations into deep neural networks that are infinitely wide have given rise to intriguing connections with kernel methods. Specifically, it was found that [...]
ABSTRACT: As machine learning is increasingly deployed, there is a need for reliable and robust methods that go beyond simple test accuracy. In this talk, [...]
ABSTRACT: As Machine Learning systems are increasingly becoming part of user-facing applications, their reliability and robustness are key to building and maintaining trust with users. [...]