Publications (7)
Towards Minimizing k-Submodular Functions
Anna Huber, Vladimir Kolmogorov
In this paper we investigate k-submodular functions. This natural family of discrete functions includes submodular and bisubmodular functions as the special cases k = 1 and k = 2 r…
Efficient and Accurate In-Database Machine Learning with SQL Code Generation in Python
Michael Kaufmann, Gabriel Stechschulte, Anna Huber
Following an analysis of the advantages of SQL-based Machine Learning (ML) and a short literature survey of the field, we describe a novel method for In-Database Machine Learning (…
The Speed of Broadcasting in Random Networks: Density Does Not Matter
Nikolaos Fountoulakis, Anna Huber, Konstantinos Panagiotou
Broadcasting algorithms are of fundamental importance for distributed systems engineering. In this paper we revisit the classical and well-studied push protocol for message broadca…
Energy-Based Injury Protection Database: Including Shearing Contact Thresholds for Hand and Finger Using Porcine Surrogates
Robin Jeanne Kirschner, Anna Huber, Carina M. Micheler +4
While robotics research continues to propose strategies for collision avoidance in human-robot interaction, the reality of constrained environments and future humanoid systems make…
A Women's Health Benchmark for Large Language Models
Victoria-Elisabeth Gruber, Razvan Marinescu, Diego Fajardo +13
As large language models (LLMs) become primary sources of health information for millions, their accuracy in women's health remains critically unexamined. We introduce the Women's…
Strong Robustness of Randomized Rumor Spreading Protocols
Benjamin Doerr, Anna Huber, Ariel Levavi
Randomized rumor spreading is a classical protocol to disseminate information across a network. At SODA 2008, a quasirandom version of this protocol was proposed and competitive bo…