Seminar • Algorithms and Complexity — Private Mean Estimation of Heavy-Tailed Distributions
Please note: This seminar will be given online.
Vikrant Singhal, Khoury College of Computer Sciences
Northeastern University
Vikrant Singhal, Khoury College of Computer Sciences
Northeastern University
Chen Ma, School of Computer Science
McGill University
Leonard Kleinrock
Distinguished Professor of Computer Science
University of California, Los Angeles
Georgios Michalopoulos, PhD candidate
David R. Cheriton School of Computer Science
Supervisors: Professors Ian McKillop and Helen Chen
Jasper Lee, Department of Computer Science
Brown University
Guojun Zhang, PhD candidate
David R. Cheriton School of Computer Science
Supervisors: Professors Pascal Poupart and Yaoliang Yu
Ahmed Saeed, Postdoctoral Associate
Computer Science and Artificial Intelligence Laboratory, MIT
Praveen Kumar, Department of Computer Science
Cornell University
Hongyang Zhang, Postdoctoral Fellow
Toyota Technological Institute at Chicago
Deep learning models are often vulnerable to adversarial examples. In this talk, we will focus on robustness and security of machine learning against adversarial examples. There are two types of defenses against such attacks: 1) empirical and 2) certified adversarial robustness.
Shihabur Chowdhury, PhD candidate
David R. Cheriton School of Computer Science
Supervisor: Professor Raouf Boutaba