Search Results for author:
Found 7 papers, 0 papers with code
PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences
PADME uses a federated approach where the model is implemented and deployed by all parties and visits each data location incrementally for training.
iLCM - A Virtual Research Infrastructure for Large-Scale Qualitative Data
The iLCM project pursues the development of an integrated research environment for the analysis of structured and unstructured data in a "Software as a Service" architecture (SaaS).
Truncation-free Hybrid Inference for DPMM
Dirichlet process mixture models (DPMM) are a cornerstone of Bayesian non-parametrics.
A System for Probabilistic Linking of Thesauri and Classification Systems
This paper presents a system which creates and visualizes probabilistic semantic links between concepts in a thesaurus and classes in a classification system.
The Polylingual Labeled Topic Model
In this paper, we present the Polylingual Labeled Topic Model, a model which combines the characteristics of the existing Polylingual Topic Model and Labeled LDA.
Practical Collapsed Stochastic Variational Inference for the HDP
Recent advances have made it feasible to apply the stochastic variational paradigm to a collapsed representation of latent Dirichlet allocation (LDA).
Towards an Author-Topic-Term-Model Visualization of 100 Years of German Sociological Society Proceedings
Author co-citation studies employ factor analysis to reduce high-dimensional co-citation matrices to low-dimensional and possibly interpretable factors, but these studies do not use any information from the text bodies of publications.
