Open Research Clubs 2021
February 2021
- "Aggregation by the Linear Functional Strategy in Regularized Domain Adaptation" (Hoàn Nguyễn Đức / RICAM)
- "Formalizing evasion attacks against machine learning Windows malware detectors" (Luca Demetrio / UCagliari)
Nguyễn Đức Hoàn (RICAM) on Aggregation by the Linear Functional Strategy in Regularized Domain Adaptation
Luca Demetrio (University of Cagliari) on Formalizing evasion attacks against machine learning Windows malware detectors
March 2021
- "Comparing a Prediction Before and After it has been Corrected" (Florian Sobieczky / SCCH)
Florian Sobjeczky (SCCH) on Comparing a Prediction Before and After it has been Corrected
April 2021
- "Hopfield Networks is All You Need" (Lukas Gruber / IML)
- "Adversarial Transferability and Bayesian uncertainty measures" (Kathrin Grosse / UCagliari)
Lukas Gruber (IML/JKU) on Hopfield Networks is All You Need
Kathrin Grosse (University of Cagliari) on Adversarial Transferability and Bayesian uncertainty measures
June 2021
- "On Privacy Notions in Anonymous Communication" (Christiane Kuhn / KIT)
- "IGA using Offset-based Overlapping Domain Parameterizations" (Somayeh Kargaran / SCCH)
Christiane Kuhn (Karlsruhe Institute of Technology (KIT)) on Privacy Notions in Anonymous Communication
Somayeh Kargaran (SCCH) on IGA using Offset-based Overlapping Domain Parameterizations
July 2021
- "ReLU Network Analysis via Linear Regions and Code Space" (Bernhard A. Moser / SCCH)
- "Understanding Neural Network Expressivity Through Logic" (Flavio Ferrarotti / SCCH)
Bernhard A. Moser (SCCH) on ReLU Network Analysis via Linear Regions and Code Space
Flavio Ferrarotti (SCCH) on the Understanding of Neural Network Expressivity Through Logic