Dominik Kowald
- Reproducibility in Machine Learning-based Research: Overview, Barriers and Drivers
2024/06/20 by Harald Semmelrock, Semmelrock, Harald, Tony Ross‐Hellauer +11 · 16 citations
Medicine · Decision Sciences · #Artificial Intelligence in Healthcare and Education #Scientific Computing and Data Management #Meta-analysis and systematic reviews
- Reproducibility in Machine Learning-Driven Research
2023/07/19 by Harald Semmelrock, Simone Kopeinik, Semmelrock, Harald +7 · 4 citations
Decision Sciences · Computer Science · Biochemistry, Genetics and Molecular Biology · #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI) #Cell Image Analysis Techniques
- Establishing and Evaluating Trustworthy AI: Overview and Research Challenges
2024/11/15 by Dominik Kowald, Kowald, Dominik, Sebastian Scher +29 · 7 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- The Unfairness of Popularity Bias in Music Recommendation: A\n Reproducibility Study
2019/12/10 by Dominik Kowald, Markus Schedl, Kowald, Dominik +3 · 2 citations
Computer Science · Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music and Audio Processing #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
- Utilizing Online Social Network and Location-Based Data to Recommend\n Products and Categories in Online Marketplaces
2014/05/08 by Emanuel Lacić, Lacic, Emanuel, Dominik Kowald +9 · 1 citation
Computer Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Digital Marketing and Social Media #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- The Impact of Differential Privacy on Recommendation Accuracy and Popularity Bias
2024/01/08 by Peter Müllner, Elisabeth Lex, Müllner, Peter +5 · 2 citations
Computer Science · Social Sciences · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
- Value Identification in Multistakeholder Recommender Systems for Humanities and Historical Research: The Case of the Digital Archive Monasterium.net
2024/09/26 by Florian Atzenhofer-Baumgartner, Atzenhofer-Baumgartner, Florian, Bernhard C. Geiger +5 · 1 citation
Computer Science · #Recommender Systems and Techniques #Semantic Web and Ontologies #Advanced Text Analysis Techniques
- From Skill Extraction to Multistakeholder Recommendation: A Two-Stage Framework for Bias Governance in Skills-Based Job Matching
2026/07/17 by Andrea Forster, Gregor Autischer, Dominik Kowald +1
#cs.IR