4 citations · 7 across the 5 of their papers we have counts for
5 papers
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 (…
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…
Oracle Tractability of Skew Bisubmodular Functions
Anna Huber, Andrei Krokhin
In this paper we consider skew bisubmodular functions as introduced in [9]. We construct a convex extension of a skew bisubmodular function which we call Lovász extension in corres…
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…
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…