MACa.1

Spectral Regularization for Adversarially-Robust Representation Learning

Sheng Yang, Jacob Zavatone-Veth, Cengiz Pehlevan, Harvard University, United States
Session:
MACa: Adversarial Machine Learning Lecture
Track:
Adaptive Systems, Machine Learning, and Data Analytics
Location:
Chapel
Presentation Time:
Mon, 27 Oct, 08:15 - 08:40 PT (UTC -7)
Presentation
Discussion
Resources
No resources available.
Session MACa
MACa.1: Spectral Regularization for Adversarially-Robust Representation Learning
Sheng Yang, Jacob Zavatone-Veth, Cengiz Pehlevan, Harvard University, United States
MACa.2: Robust Training of Low-Parameter Models for Active Speaker Detection from Digital Videos
Sebastian Janampa, Bonnie Morales Ugarte, University of New Mexico, United States; Constantinos Pattichis, University of Cyprus, Cyprus; Marios Pattichis, University of New Mexico, United States
MACa.3: Adversarial Post-Action Attacks on Dueling Bandits
Mo Lyu, Chenye Yang, Guanlin Liu, Lifeng Lai, University of California, Davis, United States
MACa.4: ModShift: Model Privacy via Designed Shifts
Nomaan Kherani, Urbashi Mitra, University of Southern California, United States
Contacts