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