23 citations · 31 across the 4 of their papers we have counts for
4 papers
Team voyTECH: User Activity Modeling with Boosting Trees
Immanuel Bayer, Anastasios Zouzias
This paper describes our winning solution for the ECML-PKDD ChAT Discovery Challenge 2020. We show that whether or not a Twitch user has subscribed to a channel can be well predict…
Graph Based Relational Features for Collective Classification
Immanuel Bayer, Uwe Nagel, Steffen Rendle
Statistical Relational Learning (SRL) methods have shown that classification accuracy can be improved by integrating relations between samples. Techniques such as iterative classif…
A Generic Coordinate Descent Framework for Learning from Implicit Feedback
Immanuel Bayer, Xiangnan He, Bhargav Kanagal +1
In recent years, interest in recommender research has shifted from explicit feedback towards implicit feedback data. A diversity of complex models has been proposed for a wide vari…
fastFM: A Library for Factorization Machines
Immanuel Bayer
Factorization Machines (FM) are only used in a narrow range of applications and are not part of the standard toolbox of machine learning models. This is a pity, because even though…