Moin!

I am a PhD Student in the Berlin School of Economics / BDPEMS joint program of Humboldt University, Free University, Technical University, ESMT Berlin, WZB and DIW as a PhD Fellow at ESMT Berlin.

Fields

I research in the fields of organization design and leadership, network analysis and machine learning.

Download current working paper version

Abstract:

We develop a novel method that integrates techniques from machine learning with canonical concepts from network analysis in order to examine how the meaning of

...
Working paper coming soon!

Abstract:

In the recent past, deep neural networks have revolutionized natural language processing and have since set the new state of the art in most language modeling tests. Transformer architectures, such as BERT or GPT-x have been particularly successful by generating flexible, context-aware representation of text inputs for downstream tasks. However, much less is known about how researchers can use these models to analyze existing text. This is

...

Download current working paper version.

Abstract:

What design-choice should a newly-appointed CEO choose to shape informal networks among her employees, so that their performanceis better than if they worked in isolation? What formal intervention, in other words, should she pursue to raise the social multiplier—that part of her organization’s productivity brought forward by social

...