no code implementations • 13 Nov 2021 • Nayan Saxena, Robert Wu, Rohan Jain
We evaluate the robustness of a Neural Architecture Search (NAS) algorithm known as Efficient NAS (ENAS) against data agnostic poisoning attacks on the original search space with carefully designed ineffective operations.
no code implementations • 17 Oct 2021 • Robert Wu, Nayan Saxena, Rohan Jain
Neural Architecture Search (NAS) algorithms automate the task of finding optimal deep learning architectures given an initial search space of possible operations.
no code implementations • ICML Workshop AML 2021 • Robert Wu, Nayan Saxena, Rohan Jain
Deep learning has proven to be a highly effective problem-solving tool for object detection and image segmentation across various domains such as healthcare and autonomous driving.
no code implementations • WS 2019 • Faiza Khan Khattak, Chlo{\'e} Pou-Prom, Robert Wu, Frank Rudzicz
We explore the use of real-time clinical information, i. e., text messages sent between nurses and doctors regarding patient conditions in order to predict transfer to the intensive care unit(ICU).