104 citations · 124 across the 5 of their papers we have counts for
5 papers
Conditional Matrix Flows for Gaussian Graphical Models
Marcello Massimo Negri, F. Arend Torres, Volker Roth
Studying conditional independence among many variables with few observations is a challenging task. Gaussian Graphical Models (GGMs) tackle this problem by encouraging sparsity in…
New Directions for Trust in the Certificate Authority Ecosystem
Jan-Ole Malchow, Benjamin Güldenring, Volker Roth
Many of the benefits we derive from the Internet require trust in the authenticity of HTTPS connections. Unfortunately, the public key certification ecosystem that underwrites this…
Beyond Sparsity: Tree Regularization of Deep Models for Interpretability
Mike Wu, Michael C. Hughes, Sonali Parbhoo +3
The lack of interpretability remains a key barrier to the adoption of deep models in many applications. In this work, we explicitly regularize deep models so human users might step…
Towards Better Internet Citizenship: Reducing the Footprint of Internet-wide Scans by Topology Aware Prefix Selection
Johannes Klick, Stephan Lau, Matthias Wählisch +1
Internet service discovery is an emerging topic to study the deployment of protocols. Towards this end, our community periodically scans the entire advertised IPv4 address space. I…
A Secure Submission System for Online Whistleblowing Platforms
Volker Roth, Benjamin Güldenring, Eleanor Rieffel +2
Whistleblower laws protect individuals who inform the public or an authority about governmental or corporate misconduct. Despite these laws, whistleblowers frequently risk reprisal…